{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ***Introduction to Radar Using Python and MATLAB***\n",
    "## Andy Harrison - Copyright (C) 2019 Artech House\n",
    "<br/>\n",
    "\n",
    "# Pulse Train Ambiguity Function\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Referring to Section 8.6.1, the amibguity function for a coherent pulse train is found by employing the generic waveform technique outlined in Section 8.6.3.\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Begin by getting the library path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import lib_path"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the pulsewidth (s), the pulse repetition interval (s) and the number of pulses"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "pulsewidth = 0.4\n",
    "\n",
    "pri = 1.0\n",
    "\n",
    "number_of_pulses = 6"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generate the time delay (s) using the `linspace` routine from `scipy`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import linspace\n",
    "\n",
    "\n",
    "# Set the time delay\n",
    "\n",
    "time_delay = linspace(-number_of_pulses * pri, number_of_pulses * pri, 5000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculate the ambiguity function for the pulse train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from Libs.ambiguity.ambiguity_function import pulse_train\n",
    "\n",
    "from numpy import finfo\n",
    "\n",
    "\n",
    "ambiguity = pulse_train(time_delay, finfo(float).eps, pulsewidth, pri, number_of_pulses)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot the zero-Doppler cut using the `matplotlib` routines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "\n",
    "# Set the figure size\n",
    "\n",
    "plt.rcParams[\"figure.figsize\"] = (15, 10)\n",
    "\n",
    "\n",
    "\n",
    "# Plot the ambiguity function\n",
    "\n",
    "plt.plot(time_delay, ambiguity, '')\n",
    "\n",
    "\n",
    "\n",
    "# Set the x and y axis labels\n",
    "\n",
    "plt.xlabel(\"Time (s)\", size=12)\n",
    "\n",
    "plt.ylabel(\"Relative Amplitude\", size=12)\n",
    "\n",
    "\n",
    "\n",
    "# Turn on the grid\n",
    "\n",
    "plt.grid(linestyle=':', linewidth=0.5)\n",
    "\n",
    "\n",
    "\n",
    "# Set the plot title and labels\n",
    "\n",
    "plt.title('Pulse Train Ambiguity Function', size=14)\n",
    "\n",
    "\n",
    "\n",
    "# Set the tick label size\n",
    "\n",
    "plt.tick_params(labelsize=12)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the Doppler mismatch frequencies using the `linspace` routine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "doppler_frequency = linspace(-2.0 / pulsewidth, 2.0 / pulsewidth, 1000)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculate the ambiguity function for the pulse train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "ambiguity = pulse_train(finfo(float).eps, doppler_frequency, pulsewidth, pri, number_of_pulses)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display the zero-range cut for the pulse train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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BAFLK3wP4LICbATwDYAeAf5vGcVIXeXuviFRhjJEKwwU38cuVbNgOz8IiNTh/kUqML/1NW3MXKeXHAXy8xaf7Gu77XwD+S/GQKII6bUolmirGGKngVfwAYKRYwaxsqoujIV1x/iKVGF/64ytMkeJ1PyJShTFGKhweLY/9u1Bpc0+iyeP8RSoxvvTHxI8ipVgsdnsIpDnGGKkwPGpBCO/fTPxIDc5fpBLjS39M/ChSLMvq9hBIc4wxUuHIaAXHzHHfLWfiR6pw/iKVGF/6Y+JHkcL15aQaY4xUGB6tYMXc3tq/iVTg/EUqMb70x1eYIoXry0k1xhiFzbId5EoWVszpAcDEj9Th/EUqMb70x8SPIqVUKnV7CKQ5xhiF7UjRXR61gks9STHOX6QS40t/TPwoUioVXjCRWowxCpuX6M3vTyNtChxh4keKcP4ilRhf+mPiR5EivLZ4RIowxihsI0X3Yqk/nURf2qxVAInCxvmLVGJ86Y+JH0VKX19ft4dAmmOMUdiKFQcA0JNKoCdlolSxuzwi0hXnL1KJ8aU/Jn4UKVxfTqoxxihsxWqilzYNpAygaDHxIzU4f5FKjC/9MfGjSCmXy90eAmmOMUZh8xK/TDKBlClqFUCisHH+IpUYX/pj4kdERDQFRctN9DJJA2nTqCWCREREUcLEjyKF68tJNcYYha1UW+qZQG86xcSPlOH8RSoxvvTHxI8ihcsMSDXGGIVtrOKXQDIBLvUkZTh/kUqML/0x8aNI4aRDqjHGKGy1il/Sbe5SYnMXUoTzF6nE+NIfEz8iIqIpqDV3MRNIJQxW/IiIKJKY+FGk9Pb2dnsIpDnGGIWtWHFgCCCZEOjrSbHiR8pw/iKVGF/6Y+JHkWJZVreHQJpjjFHYSpaNTDIBIQSSCR7nQOpw/iKVGF/6Y+JHkcLDQ0k1xhiFrVhxkDbdX6dJIdnVk5Th/EUqMb70x8SPiIhoCooVt+IHAGnTgOVIWDarfkREFC1M/ChSuL6cVGOMUdiKllNL/PqzmdptRGHj/EUqMb70x8SPIsVxeLFEajHGKGzFij221NPN/2pHPBCFifMXqcT40h8TP4qU0dHRbg+BNMcYo7DVL/U0pJvwseJHKnD+IpUYX/pj4kdERDQFJWusuUum+jcbvBARUdQw8aNIyWaz3R4CaY4xRmEr1VX8ZvT2AGDiR2pw/iKVGF/6Y+JHREQ0BcWKg0zS/XWarlX8uNSTiIiihYkfRUqhUOj2EEhzjDEKW9Eaq/jBrgBgcxdSg/MXqcT40h8TPyIioikoVmxkzLFz/AA3GSQiIooSJn4UKT09Pd0eAmmOMUZhK1kO0tWlnt4evxKXepICnL9IJcaX/pj4UaQYBkOS1GKMUdjqz/HrSZnubaz4kQKcv0glxpf++ApTpOTz+W4PgTTHGKOwVWyJVDXxs0pF9zZLdnNIpCnOX6QS40t/TPyIiIgmyXYkbEcimXB/nSYTAgBQtrnUk4iIooWJH0VKOp3u9hBIc4wxClOlmuB5Fb++bGbc7URh4vxFKjG+9MfEjyLFNM1uD4E0xxijMNUSv2rFL5NOjrudKEycv0glxpf+mPhRpHB9OanGGKMwVWx3L5+31LNSHB13O1GYOH+RSowv/THxIyIimqSy5Vb2vMTPNNw9fiWLFT8iIooWJn4UKalUqttDIM0xxihM3pJOr6lLOp1GMiG41JOU4PxFKjG+9MfEjyKFkw6pxhijMJUbmrukUikkEwYqrPiRApy/SCXGl/6Y+FGk5HK5bg+BNMcYozA1NnfJ5XJImQYrfqQE5y9SifGlPyZ+REREk+Qd1O7t8fP+XWZzFyIiihgmfhQpXGZAqjHGKEzeUs9k3VLPVIIVP1KD8xepxPjSHxM/ihQeHkqqMcYoTGzuQtOJ8xepxPjSHxM/ihSuLyfVGGMUJu84h/o9fsmEUbudKEycv0glxpf+mPhRpEjJfTGkFmOMwjRW8XN/nUop3a6erPiRApy/SCXGl/6Y+FGkJJPJbg+BNMcYozBVGo5zSCaTSJls7kJqcP4ilRhf+mPiR5HC9eWkGmOMwuQleF7FL51Ou81duNSTFOD8RSoxvvTHxI8ipVAodHsIpDnGGIWp0rDHr1AoIGmyuQupwfmLVGJ86Y+JH0WK4/BiidRijFGYanv8TLerp+M43ONHynD+IpUYX/pj4keRYppmt4dAmmOMUZjKDc1dTNNEMmGgxKWepADnL1KJ8aU/Jn4UKZlMpttDIM0xxihM3rENXuKXyWR4gDspw/mLVGJ86Y+JH0UK15eTaowxClOl2twlbY7t8UuZRu12ojBx/iKVGF/6Y+JHkcL15aQaY4zC1HiOn7vHj81dSA3OX6QS40t/TPwoUgyDIUlqMcYoTBXbgSGAhOE2dzEMg81dSBnOX6QS40t/fIUpUrLZbLeHQJpjjFGYyrZTq/YBbnwlE0Zt7x9RmDh/kUqML/0x8aNIKRaL3R4CaY4xRmEqW07tDD/Aja+UadS6fRKFifMXqcT40h8TP4oUy7K6PQTSHGOMwlSxHSTNsV+llmVV9/ixuQuFj/MXqcT40h8TP4oUri8n1RhjFKaKJcdV/AzDQCqRgO1I2A6TPwoX5y9SifGlP77CFClcX06qMcYoTG7FT9Q+zmaztY/Z4IXCxvmLVGJ86Y+JH0VKqVTq9hBIc4wxClNjc5dSqVSrADLxo7Bx/iKVGF/6Y+JHkVKpVLo9BNIcY4zCVLHHN3epVCq1RJD7/ChsnL9IJcaX/pj4UaQIITrfiWgKGGMUprI1vuInhKh9zCMdKGycv0glxpf+mPhRpPT19XV7CKQ5xhiFyXIkzMTYxVJfX1/tYy71pLBx/iKVGF/6Y+JHkcL15aQaY4zCVLEdJI3xe/yS1cTPYldPChnnL1KJ8aU/Jn4UKeVyudtDIM0xxihMlj2+4lcul2FWE0GLFT8KGecvUonxpT8mfkRERJNUcSTMxPhfpcnaUk9W/IiIKDqY+FGkcH05qcYYozBZtoOk0bDHz6v4Oaz4Ubg4f5FKjC/9MfGjSOEyA1KNMUZh8l3qyYofKcL5i1RifOmPiR9FCicdUo0xRmGqOM64pZ7lcrl2nAP3+FHYOH+RSowv/THxIyIimiTLluOWegKAabCrJxERRQ8TP4qU3t7ebg+BNMcYozBZ9viKX29vb+1jnuNHYeP8RSoxvvTHxI8ixbKsbg+BNMcYozBVHFnr4gm48VU7x497/ChknL9IJcaX/pj4UaTw8FBSjTFGYbJsp9bFE3Dji109SRXOX6QS40t/TPyIiIgmqbGrJ8Bz/IiIKJqY+FGkcH05qcYYozBVHKfWxRMYv8ePFT8KG+cvUonxpT8mfhQpDi+USDHGGIXJsmWtiyfgxpf3MSt+FDbOX6QS40t/TPwoUkZHR7s9BNIcY4zCIqWE5YxP/EZHR2tLP9nchcLG+YtUYnzpj4kfERHRJNjVc/rqj3MAUGvuYvPdcyIiihCz2wMgqpfNZrs9BNIcY4zCYtUSv7GKXzabRRlc6klqcP4ilRhf+mPFj4iIaBK8A9qTRkPFj81diIgogpj4UaQUCoVuD4E0xxijsHh7+OorfoVCgc1dSBnOX6QS40t/TPyIiIgmoVKt6DXu8fOOd2BzFyIiihImfhQpPT093R4CaY4xRmHxErtkXVfPnp4eJAwBIbjUk8LH+YtUYnzpj4kfRYphMCRJLcYYhWVsqedYTHnxlTQMLvWk0HH+IpUYX/rjK0yRks/nuz0E0hxjjMLiLfVM1u3x8+LLTAhYNit+FC7OX6QS40t/TPyIiIgmoVbx83mX3DRE7bgHIiKiKGDiR5GSTqe7PQTSHGOMwuId51Df1dOLr2TCqH2eKCycv0glxpf+mPhRpJim2e0hkOYYYxQWr6JXv9TTiy93qScrfhQuzl+kEuNLf0z8KFK4vpxUY4xRWLw9fPVLPWt7/AyjtgeQKCycv0glxpf+mPgRERFNQsXnAHdPkhU/IiKKGCZ+FCmpVKrbQyDNMcYoLFatq+fYr1IvvsyEwXP8KHScv0glxpf+pi3xE0LMEUJcJ4TICyF2CCHe3OJ+aSHE/woh9gshhoQQvxFCLJ2ucVJ3cdIh1RhjFJaxrp5jFb9a4mcInuNHoeP8RSoxvvQ3nRW/rwAoA1gI4C0AviaEWOtzvw8BOA/AaQCWADgE4EvTNUjqrlwu1+0hkOYYYxSWis8ePy++eI4fqcD5i1RifOlvWhI/IUQvgNcC+BcpZU5KeQeAXwN4m8/dVwH4g5Ryv5SyCODHAPwSRCIioq6xndZ7/EzD4Dl+REQUKdNV8TsegCWl3FJ320b4J3TfBnCBEGKJECILtzp4wzSMkSKAywxINcYYhaXic5yDF19s7kIqcP4ilRhf+puuAzv6ABxpuG0YQL/PfZ8EsBPAbgA2gE0APuD3TYUQVwK4EgCWLVuGYrGIcrmMcrkMAOjt7YVlWSiVSrWPHcfB6OgoACCbzQIACoUCAKCnpweGYdTa2abTaZimWfs4lUohlUrVSuGpVArpdBq5XA5SSiSTSaTTaRQKBTiOA9M0kclkah8bhoFsNotisQjLsmofl0olVCoVCCHQ19eHUqlUewx9fX2xekzlchnJZFKrx6Tj63Q0P6ZKpYKBgQGtHpOOr9PR8JiOjLhfnxs5guKMJEqlEvL5PCqVCgwBFMtjsXa0PCYdXyedHpNt20ilUlo9Jh1fp6P1MQkhMDQ0pNVj0vF16vSY2hFSqn9HUghxJoA7pZTZutv+FsAlUsrLGu77PQC9AN4NIA/g7wG8XEp5brufsW7dOrl+/frQx07Ta3BwEHPnzu32MEhjjDEKy0/u34m///nDuOMfLsWy2e6vNy++3vbtezFStPDL91/Q5VGSTjh/kUqMLz0IITZIKdf5fW66lnpuAWAKIdbU3XY6gM0+9z0DwNVSyiEpZQluY5dzhBDz1A+Tum063oigeGOMUVi8A9rrj3Pw4ivJ4xxIAc5fpBLjS3/TkvhJKfMAfgHgE0KIXiHEBQBeCeBan7vfD+AKIcRMIUQSwF8B2COlHJiOsVJ3JZPJbg+BNMcYo7D4HefgxZdpcI8fhY/zF6nE+NLfdB7n8FcAegAcAPBDAO+TUm4WQlwkhKjvH/t3AIpw9/odBPBSAK+exnFSF6XT6W4PgTTHGKOw1I5zqKv4efGVTBi1zxOFhfMXqcT40t90NXeBlHIIwKt8br8dbvMX7+NBuJ08KYYKhQIymUy3h0EaY4xRWCyfrp5efJkJweMcKHScv0glxpf+prPiR9SRwz0xpBhjjMLineOXqFvq6cWXaRhc6kmh4/xFKjG+9MfEjyLFNKetCE0xxRijsHhLOZN17bO9+DINweYuFDrOX6QS40t/TPwoUrjEgFRjjFFYbEdCCMCoq/h58WUmRK0iSBQWzl+kEuNLf0z8KFK8Ay6JVGGMUVgsR47r6AmMxZdb8WPiR+Hi/EUqMb70x8SPIoXry0k1xhiFxXYkTGP8r1EvvhKGAZt7/ChknL9IJcaX/pj4UaQYBkOS1GKMUVgsu7ni58UXu3qSCpy/SCXGl/74ClOkZLPZbg+BNMcYo7DYjoNEYnzi58VXwuAePwof5y9SifGlPyZ+FCnFYrHbQyDNMcYoLH57/Lz4Mg2BCpdNUcg4f5FKjC/9MfGjSLEsq9tDIM0xxigstiPHneEHjMVXwhCQEnBY9aMQcf4ilRhf+mPiR5HC9eWkGmOMwmL5NHfx4iuZMGr3IQoL5y9SifGlP77CFClcX06qMcYoLH4Vv/o9ft59iMLC+YtUYnzpj4kfRUqpVOr2EEhzjDEKi98ePy++vNst7vOjEHH+IpUYX/pj4keRUqlUuj0E0hxjjMJiO05Txc+LL1b8SAXOX6QS40t/TPwoUoQQne9ENAWMMQqLZTcv9fTia6zix8SPwsP5i1RifOmPiR9FSl9fX7eHQJpjjFFYbEfCbDjHz4uvRLVJgmUz8aPwcP4ilRhf+mPiR5HC9eWkGmOMwmI5spbgebjHj1Ti/EUqMb70x8SPIqVcLnd7CKQ5xhiFxfZp7uLFl1cJ5B4/ChPnL1KJ8aU/Jn5ERESTYPk0d/EkuMePiIgihokfRQrXl5NqjDEKi1/Fz4sv72B3VvwoTJy/SCXGl/6Y+FGkcJkBqcYYo7BYPge4e/FVq/ixuQuFiPMXqcT40h8TP4oUTjqkGmOMwtJ2jx/P8SMFOH+RSowv/THxIyIimgT3HD//X6OJBLt6EhFRtDDxo0jp7e3t9hBIc4wxCotfxc+LLx7gTipw/iKVGF/6Y+JHkWJZVreHQJpjjFFYLMepVfZqt1Xjy+QB7qQA5y9SifGlPyZ+FCk8PJRUY4xRWPwqfrUD3HmOHynA+YtUYnzpj4kfERHRJPh19fSMnePHPX5ERBQNTPwoUri+nFRjjFFYguzxY8WPwsT5i1RifOmPiR9FisN3x0kxxhiFxa34jf816sVXgs1dSAHOX6QS40t/TPwoUkZHR7s9BNIcY4zCYtlOU8XPiy+vuQsrfhQmzl+kEuNLf0z8iIiIJiHIHr+KzXfQiYgoGpj4UaRks9luD4E0xxijsPjt8fPiK8munqQA5y9SifGlPyZ+REREk2A5EmbC/9co9/gREVHUMPGjSCkUCt0eAmmOMUZh8av4efHFPX6kAucvUonxpT8mfkRERBMkpYQd6Bw/Jn5ERBQNTPwoUnp6ero9BNIcY4zC4FXyGit+XnzVzvFjcxcKEecvUonxpT8mfhQphsGQJLUYYxQGr5KXSIxP/Lz48m5nxY/CxPmLVGJ86Y+vMEVKPp/v9hBIc4wxCkOrip8XXyaXepICnL9IJcaX/pj4ERERTVCt4tfiHXI2dyEioqhh4keRkk6nuz0E0hxjjMLQquLnxVet4mcz8aPwcP4ilRhf+mPiR5Fimma3h0CaY4xRGCzHbdrS2NXTiy/DEBACsB02d6HwcP4ilRhf+mPiR5HC9eWkGmOMwtBpj5/3Oe7xozBx/iKVGF/6Y+JHREQ0Qd4Szlbn+Hmf4x4/IiKKCiZ+FCmpVKrbQyDNMcYoDLWKX8NxDvXxZRoGK34UKs5fpBLjS39M/ChSOOmQaowxCkOrrp718ZUwBCwe4E4h4vxFKjG+9MfEjyIll8t1ewikOcYYhaHVHr/6+OIePwob5y9SifGlPyZ+REREE9Sqq2c9M8E9fkREFB1M/ChSuMyAVGOMURhaVfy4x49U4vxFKjG+9MfEjyKFh4eSaowxCsPYHj//A9y9z7HiR2Hi/EUqMb70x8SPIoXry0k1xhiFYaziN/7XKPf4kUqcv0glxpf+mPhRpEjJiyRSizFGYWh1jl99fLkVP3b1pPBw/iKVGF/6Y+JHkZJMJrs9BNIcY4zC0Oocv/r4ShgCFZsXUhQezl+kEuNLf0z8KFK4vpxUY4xRGFp19ayPL3b1pLBx/iKVGF/6Y+JHkVIoFLo9BNIcY4zC0KqrZ318sasnhY3zF6nE+NIfEz+KFIf7YUgxxhiFoVVXz/r4MrnHj0LG+YtUYnzpj4kfRYppmt0eAmmOMUZh8Jq7NHb1rI+vhCFq9yMKA+cvUonxpT8mfhQpmUym20MgzTHGKAyt9vjVxxf3+FHYOH+RSowv/THxo0jh+nJSjTFGYQiyxy/BPX4UMs5fpBLjS39M/ChSuL6cVGOMURiC7vGzGG8UIs5fpBLjS39M/ChSDIMhSWoxxigMXsUvmRgfT/XxxT1+FDbOX6QS40t/fIUpUrLZbLeHQJpjjFEYWlX86uMryT1+FDLOX6QS40t/TPwoUorFYreHQJpjjFEYbNtdEtW4x68+vhKGwcSPQsX5i1RifOmPiR9FimVZ3R4CaY4xRmGoVfwS4xO/+vhy9/gx8aPwcP4ilRhf+mPiR5HC9eWkGmOMwtCqq2fjHj9W/ChMnL9IJcaX/vgKU6RwfTmpxhijMATZ48eunhQ2zl+kEuNLf0z8KFJKpVK3h0CaY4xRGMYqfuN/jdbHF7t6Utg4f5FKjC/9MfGjSKlUKt0eAmmOMUZh8Cp+DQW/cfHFPX4UNs5fpBLjS39M/ChShBCd70Q0BYwxCoPtODAN0RRP9R+bCXb1pHBx/iKVGF/6Y+JHkdLX19ftIZDmGGMUBsuRTfv7gPHxxT1+FDbOX6QS40t/TPwoUri+nFRjjFEYbFs2dfQEmvf4seJHYeL8RSoxvvTHxI8ipVwud3sIpDnGGIWhVcWvPr64x4/CxvmLVGJ86Y+JHxER0QTZjoSZaP8rNGEYkBJwmPwREVEEMPGjSOH6clKNMUZhCLTHL+F+vsJ9fhQSzl+kEuNLf0z8KFK4zIBUY4xRGLyuno3q48tLDLnPj8LC+YtUYnzpj4kfRQonHVKNMUZhCLrHz7svURg4f5FKjC/9MfEjIiKaINvx7+pZz/u8bTPxIyKi7mPiR5HS29vb7SGQ5hhjFIZWFb/6+EpUm7+w4kdh4fxFKjG+9MfEjyLFsqxuD4E0xxijMLjn+DX/Cq2PL5N7/ChknL9IJcaX/pj4UaTw8FBSjTFGYWhV8Ws8wN29L7t6Ujg4f5FKjC/9MfEjIiKaINtxasc1tFJr7sI9fkREFAFM/ChSuL6cVGOMURgC7fFjV08KGecvUonxpT8mfhQpDpdEkWKMMQpDq66e9fGVrDZ34R4/CgvnL1KJ8aU/Jn4UKaOjo90eAmmOMUZhsGz/il99fHGPH4WN8xepxPjSHxM/IiKiCbIcx7erZz129SQioihh4keRks1muz0E0hxjjMJgt9jjVx9f3ONHYeP8RSoxvvTHxI+IiGiCrBZ7/Op5FUFW/IiIKAqY+FGkFAqFbg+BNMcYozDYjvQ9zqE+vhI8zoFCxvmLVGJ86Y+JHxER0QS5Fb8Oe/wSbO5CRETRYQa9oxDiRACXA1gkpXx/9eOUlPJhZaOj2Onp6en2EEhzjDEKQ6s9fvXxZXKPH4WM8xepxPjSX6CKnxDicgC3AVgK4G3Vm/sA/JeicVFMGR3eQSeaKsYYhcHt6tmc+NXHV22PH5d6Ukg4f5FKjC/9BX2FPwHgBVLK9wKwq7dtBHB60B8khJgjhLhOCJEXQuwQQry5zX2fJYS4TQiRE0LsF0J8KOjPoaNbPp/v9hBIc4wxCoPd4hy/+vhiV08KG+cvUonxpb+gSz0XAPCWdMq6vyfy2+wrAMoAFgI4A8BvhRAbpZSb6+8khJgH4PcAPgzgZwBSAJZN4OcQEREpZbVo7lLP+zy7ehIRURQErfhtwNgST88bAdwX5IuFEL0AXgvgX6SUOSnlHQB+7fM9AeBvAPxBSvl9KWVJSjkipXws4DjpKJdOp7s9BNIcY4zC0GqPX318jVX82NyFwsH5i1RifOkvaMXvrwHcKIR4N4BeIcQfABwP4IUBv/54AJaUckvdbRsBPMfnvs8GsEkIcReA4wDcC+D9UspnAv4sOoqZZuB+Q0STwhijMLTq6lkfX94eQFb8KCycv0glxpf+Ar3CUsrHq108Xw7gegA7AVwvpcwF/Dl9AI403DYMoN/nvssAPAvACwBsAvBZAD8EcEHjHYUQVwK4EgCWLVuGYrGIcrmMcrkMAOjt7YVlWSiVSrWPHcfB6OgoACCbzQIYO7ekp6cHhmHU1jin02mYpln7OJVKIZVKIZfL1T5Op9PI5XKQUiKZTCKdTqNQKMBxHJimiUwmU/vYMAxks1kUi0VYllX7uFQqoVKpQAiBvr4+lEql2mPo6+uL1WMaHh7GkiVLtHpMOr5OR/NjOnjwYG2sujwmHV+nqD8my3ZgVcoYGBgY95gGBgYwa9Ys9PX1YbTg/rxDw0f4+4mPKZTHNDIygsWLF2v1mHR8nY7Wx5TP5zE6OqrVY9Lxder0mNoRUqp/J1IIcSaAO6WU2brb/hbAJVLKyxruuxHAA1LKd1Y/ngtgAMAsKeVwq5+xbt06uX79eiXjp+kzMDCAefPmdXsYpDHGGIXhxH+5AW8/byX+6aUnjbu9Pr72Hyni3E//Cf/x6lPwlnOP6cYwSTOcv0glxpcehBAbpJTr/D7XsuInhLgdAZq3SCkvDjCGLQBMIcQaKeWT1dtOB7DZ574PN/xcrpGJkVQq1e0hkOYYYxSGVnv86uPL+7zDpZ4UEs5fpBLjS3/t6oHfAvDt6p9bAKwGcDuA78E9028VgJuD/BApZR7ALwB8QgjRK4S4AMArAVzrc/fvAHi1EOIMIUQSwL8AuKNdtY/0wUmHVGOMURjcPX7tEz8e4E5h4/xFKjG+9Ney4ielvMb7txDiHgAvqj96QQjxAwBXAfi3gD/rr6r3PwBgEMD7pJSbhRAXAbhBStlX/bl/FkJ8FMBvAWQB3AGg5Zl/pJdcLodMJtPtYZDGGGM0VY4jISWQ8NlLUR9fCTZ3oZBx/iKVGF/6C9q+5yQATzXc9jSAE4P+ICnlEIBX+dx+O9zmL/W3fQ3A14J+byIiouniVfA6nuNXTQxZ8SMioigIeo7frQCuFkKsEUL0CCGOh7sE9HZ1Q6M44jIDUo0xRlPlVfCC7vFjxY/CwvmLVGJ86S9o4veO6t+bAeTgHrMgALxTwZgoxnh4KKnGGKOp8g5k99vjVx9ftT1+NhM/CgfnL1KJ8aW/oOf4DQF4oxDCADAfwEEppaN0ZBRLuVyOEw8pxRijqWpX8auPL8MQEAKwHf66pHBw/iKVGF/6C5T4CSFWN9zUK4T7C09KuS3sQVF8Tce5khRvjDGaqtoeP5/ErzG+TENwjx+FhvMXqcT40l/Q5i5b4Z6nV/9bzouORKgjolhLJpPdHgJpjjFGUzVW8WveLdEYXwlDcI8fhYbzF6nE+NJfoD1+UkpDSpmo/m0AWALgGwDepnR0FDtcYkCqMcaCe+pgDvuPFLs9jMhpV/FrjC/TMFjx8yGlxN1PDbLCMEGcv0glxpf+gjZ3GUdKuQ/A/wHwmVBHQ7FXKBS6PQTSHGMsuOd9/lac++k/dXsYkWPbrff4NcYXK37+rr1nB970zXtw46P7uz2UowrnL1KJ8aW/SSV+VSfAPWCdKDQOmyCQYoyxYA4XyrV/50pWF0cSPbWunj7n+DXGl7vHjzHX6NYnDgIAth7IdXkkRxfOX6QS40t/QZu73I6xPX2Am/CtBfAJFYOi+DLNoNtOiSaHMRbMo3uP1P59x5MDePEpi7o4mmhp19WzMb5Y8WvmOBIP7TwMAHhi30h3B3OU4fxFKjG+9Bf0Ff5Ww8d5ABullE+GPB6KuUwm0+0hkOYYY8E8umcs8ds2wKpMvYrdeo9fY3yZhuA5fg2GRysYzLsV5c17hrs8mqML5y9SifGlv6CJX0FK+dPGG4UQr5NS/izkMVGMFQoFTjykFGMsmK0Hcpjbm8JoxcZgrtz5C2KkXVfPxvhKJFjxazSYLwEAjpmbxbaBPCzbgZmYys6T+OD8RSoxvvQXdKb9dovbvxHWQIgAri8n9RhjwQzmy5jXl8bcvhSG8kz86tX2+PlU/Jr3+LGrZyPvjYTjF/ZDSrcCSMFw/iKVGF/6a1vxqzu43RBCrML4c/xWA2CfbwqV4fMOOlGYGGPBHC6UMSubRMZKYCBX6vZwIqXdHr/G+OIev2beMs/jFvThpkf341Chgrl9bCMfBOcvUonxpb9OSz3rD25/quFz+wB8XMGYKMayWTaKJbUYY8EcKlRw3Pw+VGwH+3iW3zi1c/x8uno2xhe7ejbzEr9j5/cBGN9Bltrj/EUqMb701za19w5uB3C7d3h73Z8lUkou9aRQFYu8wCS1GGPBHC5UMLs3iTm9Ke7xa2DXDnBv/hXaGF+s+DUbrFaQV8/vBeDGGgXD+YtUYnzpL1BzFynlc1QPhAgALIvnhZFajLHOpJTVpZ4pOFJiKF+GlBJCNFe44shqs9SzMb7cih8Tv3pD+TJm9iQxv7q88xArfoFx/iKVGF/6a5n4CSF+L6V8cfXfjef41UgpL1Y0Noohri8n1RhjneVKFixHYlZPEoYQKNsORkoWZmSS3R5aJNhtmrv47fHjcQ7jDebKmNuXwsysG0+s+AXH+YtUYnzpr13F77t1/248x49ICa4vJ9UYY515F+Kzs6laVWswV2biV+Ulcn4Vv+Y9fgb3+DUYzJcwtzeF/rQJ0xCs+E0A5y9SifGlv5aJn5TyB3X/vmZ6hkNxVyqVeIYMKcUY68y7EJ+VTdaSmyNsuV9jt2nu0hhfCTZ3aTI8amHprB4IITArm8QhVvwC4/xFKjG+9Nduqee7gnwDKeVV4Q2H4q5S4QUAqcUY68y7EJ/dm6olOfkS9354al09fSp+jfFlJgSKFpd61suXLPSlEwCAWdkUu3pOAOcvUonxpb92Sz3fFuDrJQAmfhQaNo8g1RhjnXkX4rN6kihZbrUqx8SvZuwcv+b9MI3xZbKrZ5N8yUJv2r38mJ1NcqnnBHD+IpUYX/prt9Tz0ukcCBEA9PX1dXsIpDnGWGdektefScKs2ACAfJmJn6ddxa8xvhKGweYuDXIlC33VxK8vbWKAx4UExvmLVGJ86S9w+x4hxCwhxFuEEB+p/j1L4bgopkqlUreHQJpjjHVWKLnJXjadQG91SV6uehuNdfX0a+7SGF+s+I1n2Q5KllOr+GXTJt9UmADOX6QS40t/gRI/IcRzAWwH8NcAzgbwQQDbhRDPUzc0iqNyme/8klqMsc68C/HelFmrzHCP35h2Fb/G+Eok2NylXr76BoKX+PWlzNobDdQZ5y9SifGlv0AHuAP4MoArpZQ/8W4QQlwO4CsATlQxMCIi6o5C2UYmaSBhCPQkEzAEE796dpsD3Bux4jdervqmgtfcJZtOsOJHRDRNgi71XALg5w23XQdgUbjDobjj+nJSjTHWWb5koTflvi8ohEBvymRzlzrenj3Tp7lL8x4/UasQ0tgbCF7FrzdlolC2ISWfoyA4f5FKjC/9BU38rgXw/obb3ofxh7wTTRmXGZBqjLHOCmUb2WpFBnAv0lnxG1Or+Pmc49cYX6z4jdeY+GXTCdiOrHWPpfY4f5FKjC/9BV3qeSaA9woh/h7AbgBLASwAcK8Q4jbvTlLKi8MfIsUJJx1SjTHWWX3FD6gux+M+rJoJ7fEzDFb86tT2+KXMcX+7y4sTLb+OXJy/SCXGl/6CJn7frP4hIiLN5csWsqmxi/C+NJd61mvX1bMRK37j5WoVv+oev2qc5UsW5vSmujYuIqI4CJT4SSmvUT0QIgDo7e3t9hBIc4yxzvIlG/2ZsV8PvSku9aznVfASPocdN8ZXwhCwbC5j9HhxVH+OH8BzIoPi/EUqMb70F7TiByHERXCXfI7b+Sml/HTYg6L4siz+8ie1GGOdFcoWFs3I1D7uTZvYdajQxRFFi+1IGAIwfCp+jfHFit94taNC6s7xA8ClxAFx/iKVGF/6C3qO35cA/AzAxQBOqvvDoxwoVDw8lFRjjHWWL41v7tLHlvvjWI707egJNMeXe44fEz9PrqHi11td6llgfAXC+YtUYnzpL2jF7y0ATpFS7lE5GCIi6r5CeXxzF7erJysyHtuRgfb3Aaz4NcqXLCQMgbTpJs7ZFCt+RETTJehxDjsB8G0AUo7ry0k1xlhneR7n0JZlS9+OnoDfHj+3qyfPqXMVyjayqQREdX+k1+SFFb9gOH+RSowv/QWt+L0bwDeFED8EsL/+E1LK2/y/hGjiHIdNEEgtxlh7FdtB2XLGVfwyyQRKlgMpZe2CPc5sx/E9ww9oji8vQXQk0OJLYqVYsdFTd2xDreJXZsUvCM5fpBLjS39BE7+zALwE7h6/0brbJYAVYQ+K4mt0dJTvOJFSjLH2Ct45a+n6xM9dHFKyHJ61Bm+Pn38W1xhf3pJQy3GQMPjcFSvjY6jW1ZMV5UA4f5FKjC/9BU38Pg3gMinlH1UOhoiIustr4lJ/jp9XoRnlIdsA3KWeE9njB4D7/KpGy+MrfpmkASGAAhM/IiLlgu7xywPgkk5SLpvNdnsIpDnGWHujFbfiV5/4ecle0eJyPKB9V8/G+Bqr+DHxA9wY8irIACCEQE8yUYs7ao/zF6nE+NJf0MTvXwF8UQixSAhh1P9ROTgiIppexeoFeNr0r/hRdY/fRCt+NhM/wL9qnEkmUKxwbxERkWpBE7erALwXwG4Aleofq/o3UWgKBR4STWoxxtrzEr/6qox3oc6qjKvdHr/G+EokjNrXULW5S6oh8TMNxlZAnL9IJcaX/oLu8VuldBRERBQJXuWlcR9W/efiznYkzIAtOrnHb7xixUHGbEj8UonaGw5ERKROoMRPSrmj8TYhxGwAbwLw1bAHRfHV09PT7SGQ5hhj7Y1V/JqXevLi3GU5EokWe/wa46u+qye5VePmih+XegbF+YtUYnzpb0J79IQQCSHEK4QQPwewF8D71AyL4spocTFFFBbGWHujPolfhonfOHabpZ6N8eXdz+IePwBuDNUvIwbcijJjKxjOX6QS40t/gV5hIcSzhBD/DWAPgO8BeDmAy6WUp6ocHMVPPp/v9hBIc4yx9vyWenoVGu7DcrkVP//ErzG+2NVzvNFKc3OXHi71DIzzF6nE+NJf28RPCPERIcQmAHfB3ef3IQCLAAwBuFf98IiIaDr5NncxvYofl+MBblfPVhW/Rt6xD9zj5yo1HOAOVJd68qgQIiLlOu3x+08AgwCuAPBTKaUE3HN3iFRIp9PdHgJpjjHWXu04h/qlnik3eWHFz9XuAPfG+PKawHCPH2DZDsq2M66aDLhLiXlUSDCcv0glxpf+Oi31fC6A3wD4FoBdQojPCyHOAsC3LkkJ0wzaaJZochhj7XmJX49fcxdenANo39WzMb7Y1XNM0WpeRgzwHL+J4PxFKjG+9Nc28ZNS3iKlfBfc5Z3/COA0uEs8FwJ4jxBirvohUpxwfTmpxhhrr1hxYAggWZfYsLnLeO26enKPX2t+y4i9j0tc6hkI5y9SifGlv0DNXaSUBSnltVLKFwBYCeBfALwFwE6FYyMiomk2WrHRk0yMW9KfTBgwDcGlnlXtuno24h6/Md5yzqbmLlzqSUQ0LSbct1VKuUtK+Wkp5YkALlUwJoqxVCrV7SGQ5hhj7RV9ui4CXI5Xr11Xz8b4SvA4hxqvqtfU3CWZqC0DpfY4f5FKjC/9TenADiklO3tSqDjpkGqMsfaKPl0XgWoDDlb8ALTv6tkYX95eQFb8gNFyqz1+BmxHomIz+euE8xepxPjSH09qpEjJ5XLdHgJpjjHWnt8B20B1HxYTPwDtK36N8TW2x49JTbFNxQ9g19ggOH+RSowv/THxIyKimlZLPXtY8auZ2B4/Vvw83j6+nlRjcxc2DyIimg5M/ChSuMyAVGOMtVe0Wu/xY+Lncs/x8//12XKPHxO/sTMiTf+KX4l7SDvi/EUqMb70FyjxE0KkhRD/IYTYJoQYrt72QiHEB9QOj+KGh4eSaoyx9kbLdtMeLABImwbKbMABoH3Fr+kAd3b1rClV48evqyfApZ5BcP4ilRhf+gta8fsCgFPgHuHg/fbaDOB9KgZF8cX15aQaY6w9t7lL86+GdNKoXbjHneVIJFoc4N56jx8TPy9+0mbzOX4Al3oGwfmLVGJ86c8MeL9XAzhOSpkXQjgAIKXcLYRYqm5oFEdS8uKI1GKMtVe0bKR9Kn6phIEjo1YXRhQ97bp6NsbX2B4/Js3ecQ7ppgPcvT1+fI464fxFKjG+9Be04ldGQ5IohJgPYDD0EVGsJZPJbg+BNMcYa69YtpEx/ZZ6JmoX7nHXrqtnY3zxHL8x3h6+Vnv8uNSzM85fpBLjS39BE7+fArhGCLEKAIQQiwF8GcCPVA2M4onry0k1xlh7ZdtpqsgAQIp7/GomtMeP5/jVtFrq6X3M+OqM8xepxPjSX9DE76MAngawCcAsAE8C2APg39UMi+KqUCh0ewikOcZYe6WKg1TCZ4+fyT1+Hrfi5//rszG+uMdvTG2pZ4vEjxXlzjh/kUqML/0F2uMnpSwD+DCAD1eXeA5ILgQmBRzugyHFGGPtlVjx66hdxa8xvtjVc0zJct9UEGL8c+ct/eRxDp1x/iKVGF/6C3qcwy+FEJcLIdJSyoNM+kgV0wzab4hochhjrUkpUbYcpH0rfgkmfnCfI7vNHr/G+GLFb0yp4jRV+wD3TQXAXWZM7XH+IpUYX/oLutTzVgAfAXBACHGNEOJFQgge/k6hy2Qy3R4CaY4x1lql2oAk1eLinEs9xyp3rSp+jfHFrp5jSpbtW02uLfVkc5eOOH+RSowv/QVK3qSUX5BSngNgHYBtAL4IYI8Q4n8Ujo1iiOvLSTXGWGveHiu/xC9tGijbTuzbfXuVu1bn+HGPX2sly2nq6Amw4jcRnL9IJcaX/iZUtZNSPiml/HcAbwTwMID3KxkVxRbXl5NqjLHWypZ/u31g7OI87lU/q0PFr3mPX7Xix+Mcqolfu4pfvGMrCM5fpBLjS3+BEz8hxLFCiI8JITYDuAluZ8/nKBsZxZLRolMeUVgYY615FZdWFb/6+8SVl8C16urZGF+s+I0pVWzf2DITBgzB2AqC8xepxPjSX6BdnEKI+wEcD+BXAP4OwE1SSkvlwCiestlst4dAmmOMteZV/Fod5wBUqzIx3gZiVd8Rb1Xxa4wvIQQShmBXT3hnRDZXkwG3yhz3anIQnL9IJcaX/oKm9v8PwCIp5RVSyhuY9JEqxWKx20MgzTHGWvMuvP0rfu4Fe9yrMrXmLi32+PnFV8IQrPihdVdPgMeFBMX5i1RifOmvZcVPCCHqjm34WfW2phlbSsmZmkJjWXxPgdRijLU2tsevdcv9uHde7LTHzy++TEPAinnCDLjNg3rT/pcdadPgAe4BcP4ilRhf+mtX8Ruu+7cFoNLwx7uNKDRcX06qMcZaa1fxY+dFl1fxC7rHz70vK35A666eQPW4EDZ36YjzF6nE+NJfuz1+a+v+vUr1QIgAri8n9RhjrZXbLvVk50Wgc8XPL75M7vEDUE38fM7xA6oVv5i/qRAE5y9SifGlv5apvZRyZ92Hl0spdzT+AfBa9UOkOCmVSt0eAmmOMdaat9Su3VJPVvzcx59okfj5xZeZMFjxQ/UA9xZ7/NJmIvZvKgTB+YtUYnzpL2hN919b3P6xsAZCBACVClcPk1qMsdbanePn3Rb3i/NOFT+/+HIrfvF+3gCvuUvrpZ5xf1MhCM5fpBLjS39tj3MQQjy3+s+EEOJSAPW/6VYDGFE1MIonIfwvpojCwhhrrd05fmMVv3g34LBq5/j5x5FffHGPn6vVAe5AdalnzBsHBcH5i1RifOmv0zl+367+nQFwVd3tEsA+AB9UMSiKr76+vm4PgTTHGGst8Dl+MdbpOAe/+OIeP1fJslvu8UuZBnIldhTshPMXqcT40l/bxE9KuQoAhBDflVJeMT1DojgrlUpIp9PdHgZpjDHWGrt6dmZ16OrpF1+s+AFSSrfi5/OmAuAuJR7Mlad5VEcfzl+kEuNLf4H2+DHpo+lSLvMXP6nFGGut3Tl+rPi57A57/PziyzQM2Ha8E7+KLSElkE767/FLc49fIJy/SCXGl/46LfUEAAghZgD4OIDnAJiHur1+UsoVSkZGRETTqt1xDrUD3GN+cW516OrphxW/9h1jvdt5gDsRkVpBu3p+FcCzAHwCwBy4e/ueAfAFReOimOL6clKNMdZau+YuY109431x3qni57vHL8Gunu2WEXu3x72aHATnL1KJ8aW/oInfCwG8Vkr5KwB29e83AHibspFRLHGZAanGGGvNS+raNXeJ+3K8sT1+wZd6suIHVOzWjYMALvUMivMXqcT40l/QxM8AMFz9d04IMRPAXgDHKRkVxRYnHVKNMdZayXaQMg3flt7eBXvcqzLeXj2zRXMX/z1+7OrZbhmxd3vcYysIzl+kEuNLf4H2+AHYCHd/358A3A536WcOwBZF4yIiomlWbtN10TAEkgkR+6pMp4qfH1b8Oid+aTMR+9giIlItaMXvLwFsr/77QwBGAcwCwG6fFKre3t5uD4E0xxhrrWw5LS/MAffiPO5VmU7n+PnFl2kYsa/4ldqcEQm4CaHtSFhM/tri/EUqMb70F6jiJ6XcVvfvAwD+QtmIKNYsiwf4klqMsdZKHRK/lGmgbMe7uUunrp5+8cWK39je0GSbrp7e/cwWySFx/iK1GF/6a5n4CSHeFeQbSCmvCm84FHelUgn9/f3dHgZpjDHWWtlyWrbbB6ot91nxA9C6q6dffLl7/OL9vFW8MyLbNHcB3D2k2dS0Deuow/mLVGJ86a9dxS9Ix04JgIkfEZEGOi31TLHz4uT3+MX8APd2R4W4tyfG3Y+IiMLXMvGTUl46nQMhAri+nNRjjLVWtjvt8WPFb6zi5/88+e7xS7CrZ+fmLuwaGwTnL1KJ8aW/wAvphRBzhRBvE0J8pPrxEiHEMnVDozhyYr4citRjjLVWsuyWzTcAVvyAzhU/v/hKsLlLoOMcADcGqTXOX6QS40t/gRI/IcRzADwB4C0A/rV68xoAX1M0Loqp0dHRbg+BNMcYa83d45do+fm0mYj9hbldTXxb7fHziy+TzV3Gmrt02uNn8cKzHc5fpBLjS39BK35fBPAGKeWLAXgtf+4FcE7QHySEmCOEuE4IkRdC7BBCvLnD/VNCiMeEELuC/gwiIpq8jnv8EkatchNXtYpfi+Mc/CR4gHug4xzq70dEROELmvitlFL+qfpv77dXGcEPgAeAr1S/ZiHcyuHXhBBr29z/IwAOTuD7kway2Wy3h0CaY4y11uk4h3TSiP2FudWhq6dffLkVv3g/b5Vqxa9V11iv0hz3NxY64fxFKjG+9Bc08XtUCPGihtueD2BTkC8WQvQCeC2Af5FS5qSUdwD4NVp0DhVCrALwVgCfCTg+IiKaIlb8OrMn2dUz7hU/7vEjIuq+oInf3wL4vhDiGgA9QoivA7gablUuiOMBWFLKLXW3bQTQquL3JQAfBcDFxjFTKBS6PQTSHGOstVKnc/ySidgnft6xDK26evrFF/f4Be/qGff46oTzF6nE+NJfoKWaUsp7hBCnw12ieRWAnQDOkVIG3X/XB+BIw23DAJpOiRRCvBpAQkp5nRDiknbfVAhxJYArAWDZsmUoFosol8sol8sA3La0lmWhVCrVPnYcp7Z51Stpe4He09MDwzCQz+cBAOl0GqZp1j5OpVJIpVLI5XK1j9PpNHK5HKSUSCaTSKfTKBQKcBwHpmkik8nUPjYMA9lsFsViEZZl1T4ulUqoVCoQQqCvrw+lUqn2GPr6+mL1mIaHh7V7TDq+TkfzYyoUChgYGNDqMYX1OhUrFoRjY3R01PcxSauM0bL7vY+WxxT26zSSc79HuVREqVRqekzDw8NNj6lcLsGyHRw5ciSSj2k6XqdDR9xxWeUiBo4Umx5TYcR9nCOFYu3/Z9QfUzdep5GREfT19Wn1mHR8nY7Wx1QulzE0NKTVY9Lxder0mNoRUk7uXUghxKkA/lVKeXmA+54J4E4pZbbutr8FcImU8rK623oBPATgpVLKJ6uJ3/eklB2PjVi3bp1cv379hB8HRUs+n+c5MqQUY6y10//9RrzqjCX491ee4vv5j163CTdu3o/1H3v+NI8sOj77+8fxjdu2YeunX+r7eb/4+vTvHsN3796Oxz/5kukYYiR9/sYn8OWbt2Lbp18KIZqXyT4zWMDF/+9mfP7y0/Has3hSVCucv0glxpcehBAbpJTr/D7XNi0UQmSFEJ8UQvxGCPFfQogZQojVQojrANwN4EDAMWwBYAoh1tTddjqAzQ33WwNgJYDbhRD7APwCwGIhxD4hxMqAP4uOYp3eqSCaKsZYayXL7rjHL+57sGxHwmzT0dMvvrjHzz3OIZUwfJM+gF09g+L8RSoxvvTX6RX+CoDLADwKt5nLzwHcCjdhWymlfH+QHyKlzMNN4j4hhOgVQlwA4JUArm246yMAlgM4o/rnLwDsr/57Z5CfRUc3r9RNpApjrLWO5/gl2dylYsuW+/sA//jiHr/OjYPSbO4SCOcvUonxpb9Oe/xeBOAMKeUBIcSXADwD4DlSytsn8bP+Cu7+wAMABgG8T0q5WQhxEYAbpJR9UkoLwD7vC4QQQwAcKeU+3+9IREShsGwHjmzdfAMA0gn3OAcpZcvKje5sx2lb8fNjGgakBBxHwphAN1CdlDs2DmJzFyIi1Tolfn1SygMAIKXcJYTITTLpg5RyCMCrfG6/HW7zF7+vuQUAF/vHSDqd7vYQSHOMMX9lu33XRcDt6gm4Va+UGc8EpuLIlmf4Af7x5SWKliORinHi1+rwdmDsYHcu9WyP8xepxPjSX6fEzxRCXAqg9puq8WMp5Z8VjY1iyDQDNZolmjTGmL9SpZr4Bbo4b78XUGd2h6WefvHlnfkX531+ZdtBsk3MmAkDCUOw4tcB5y9SifGlv06v8AG4yzM9gw0fSwCrwx4UxVc+n0dPT0+3h0EaY4z58yp+3pI7P1yOB1Qcp+3h7X7x5VUILccB0HoPpc4qdvuKH8DmQUFw/iKVGF/6a5v4SSlXTtM4iIioi2oHbHM5Xlu2I5Gc4B4/Vvw6N3cB2DyIiEi1eK7VochKpVLdHgJpjjHmz0vm2h7nYLLiZ9mybcXPL77GKn7xTfxKARK/VLV5ELXG+YtUYnzpj4kfRQonHVKNMebPW2LXtvNi9aiHOF+cW46DZLuqqE98Jap7AmNf8euw1JMVv844f5FKjC/9MfGjSMnlct0eAmmOMebPu+Bud44fK36dK35+8cWKX/UAd1b8pozzF6nE+NIfEz8iIhrb48dDttuyHAmzQ+WqUW2Pnx3jxC9Ixc9MxDq2iIhUY+JHkcJlBqQaY8xfkHP8WPFzl3q2O8fPd49for6rZzxVglT8TFb8OuH8RSoxvvTHxI8ihYeHkmqMMX+Bunp6FT87vhfnlj3xA9zZ1TNgV08mfh1x/iKVGF/6Y+JHkcL15aQaY8yfd8Hd7hw/LymMd8VP1ip4frjHz1+QpZ4pk81dOuH8RSoxvvTHxI8iRcr4XhjR9GCM+QtS8Utzqaeb+BmtnyO/+GJXT3cpcbJjxS/Bil8HnL9IJcaX/pj4UaQkk8luD4E0xxjzF6S5C/f4AZbdfo+fX3yx4lc9x69jcxcDZTZ3aYvzF6nE+NIfEz+KFK4vJ9UYY/5KE2nuEuM9fnaHpZ7t9/jF93mr2E7bMyKB6lLPGMdWEJy/SCXGl/6Y+FGkFAqFbg+BNMcY81eqeAe4tz7HL8k9fqjYTtulnn7xVav4xf04hwDn+MU5toLg/EUqMb70x8SPIsWJ8TviND0YY/68Sku7qgyXeroVv3YHuPvFV9y7elq2A0e23z8KsLlLEJy/SCXGl/6Y+FGkmKbZ7SGQ5hhj/gId55DgUs+K3X6pp198jZ3jF8/Ez4uXTs1dmPh1xvmLVGJ86Y+JH0VKJpPp9hBIc4wxf2XLbVpitDucvJr4xbnzou20P8fPL77i3tUzyJsKAPf4BcH5i1RifOmPiR9FCteXk2qMMX8lq3PzDcMQSCZErKsyluPAbJPAtN3jF9fEL0DjIMBNDCu2hBPT5ykIzl+kEuNLf0z8KFK4vpxUY4z5C9J8A/AuzuP7HFodKn7t9/jF83kLclRI/edZ9WuN8xepxPjSHxM/ihSjTbc8ojAwxvwFTvxivg/Lstsf4O4XX7Gv+FmdGwfVf56JX2ucv0glxpf++ApTpGSz2W4PgTTHGPNXtpn4BeEu9Wxd8fOLr7h39aw1dwmwxw+Id9fYTjh/kUqML/0x8aNIKRaL3R4CaY4x5q9k2W3P8PPEvQGHW/Frnfj5xZdXIazE9By/wM1d2DyoI85fpBLjS39M/ChSLMvq9hBIc4wxf2XL6XhhDsT7kG0pZcc9fn7xlUhwjx8wgT1+MY2vIDh/kUqML/0x8aNI4fpyUo0x5q8UeI9fIrYVGW+lZruuntzj1yxwV08mfh1x/iKVGF/64ytMkcL15aQaY8zfhJq7xHSpp9fNNNGm4sc9fs0CV/wSTPw64fxFKjG+9MfEjyKlVCp1ewikOcaYvyDn+AFAOmGgbNnTMKLo8RK3ZJvmLn7xlay+i25xj1/b+40d5xDP+AqC8xepxPjSHxM/ipRKpdLtIZDmGGP+ygETvzh39fQSt0Sb5VB+8TW2xy+miV/ApZ5ec6G4LiUOgvMXqcT40h8TP4oUIVq/k04UBsaYvwkd5xDTpZ6W4x1L0DqG/OIr9nv8JlrxY+LXEucvUonxpT8mfhQpfX193R4CaY4x5o9dPTvzErd2e/z84mtsj188n7dK4IofE79OOH+RSowv/THxo0jh+nJSjTHmb0Ln+MX0wtxL/JJtlnr6xVdCsOIHTKCrZ0wrykFw/iKVGF/6Y+JHkVIul7s9BNIcY8zfhLp6xjXxC9DV0y++DEPAEPHd4+ft2UsGPMA9rvEVBOcvUonxpT8mfkRExOMcAvAqdmabPX6tmIYR34pfNV46NQ/iHj8iIrWY+FGkcH05qcYY8xe4uUvCiG3XRa+rp9lmqWer+EoYIrYVv4kf5xDP+AqC8xepxPjSHxM/ihQuMyDVGGPNHEeiYstg5/jFealntTlLu4pfq/gyDRHbc/wqtgPTEDDaLJEFWPELgvMXqcT40h8TP4oUTjqkGmOsWdBz1gB3n1bZdiBl/JKYsYrfxBO/RELEtqtn4GXE1YpgXCvKQXD+IpUYX/pj4kdEFHOlgEvxADc5lDKeHSrH9vhN/FenaYhYPmeAm/h1auwCsLkLEZFqTPwoUnp7e7s9BNIcY6yZd6EdZKlnnJfjeV0921X8WsVXrPf4Bdw/ahgCyYTgHr82OH+RSowv/THxo0ixLKvbQyDNMcaalSwbAIKd4xfjqoyXuLVL/FrFV5y7epYsJ1A1GXDjK46xFRTnL1KJ8aU/Jn4UKTw8lFRjjDULesB2/X3iWJWpBDjOoVV8xbriZzmBqslAvM+JDILzF6nE+NIfEz8iopibSHOXOC/19JqztDvOoZU47/GrBFzqCbjx5VWgiYgoXEz8KFK4vpxUY4w1C3rOGjC2DzCWFb9qV8/EpPf4xe85A4I3dwFY8euE8xepxPjSHxM/ihQnphdGNH0YY828rp7pJDsvtuMt1WyXxLSKr4Qhaolj3ARt7gJU9/jF8E2FoDh/kUqML/0x8aNIGR0d7fYQSHOMsWYTqfjFealnpZqQtKv4tYovMxHvPX6Bm7uYiVjGVlCcv0glxpf+mPgREcUcm7sEM1bxa534tWIaRi1xjJugB7gD7lJiHuBORKQGEz+KlGw22+0hkOYYY81KE0n8YrzU0wqwx69VfCUTovb1cVO25YSau8QxtoLi/EUqMb70x8SPiCjmJnSOX4yXeloB9vi14p7jF7/nDADKlh14qWfa5B4/IiJVmPhRpBQKhW4PgTTHGGvmJXFBzlrzEr84LsfzErd2Fb9W8WUm4nucw4Sbu8QwtoLi/EUqMb70x8SPiCjmJnKOX5yPc/CWaiYne45fXJd6Tqi5CxM/IiJVmPhRpPT09HR7CKQ5xlizCXX1TCTGfU2c1Cp+bZq7tIovM8HmLkGkuNSzLc5fpBLjS39M/ChSjEm8k040EYyxZhM6x497/GC2WerZKr6SMV7qWZlIcxcu9WyL8xepxPjSH19hipR8Pt/tIZDmGGPNJneOn610TFHkLdVsl/i1iq+EYcT6HL+gDXG41LM9zl+kEuNLf0z8iIhirmw5MIS7HLGTOJ/j51Xs2jV3aSVpiFgu9ZRSTqy5CxM/IiJlmPhRpKTT6W4PgTTHGGs20a6LQEyXetoOTENAiNaJX6v4MmN6jp/3BkGQjrGAm/iVYpggB8X5i1RifOmPiR9Fimma3R4CaY4x1qxUsQOd4Qe4e9WAeCZ+tiNhtmnsArSOLzMRz3P8JrKMGADS1T1+UsYvSQ6C8xepxPjSHxM/ihSuLyfVGGPNJlLxE0LEtipTsSXMDs0PWsWXacSzuUst8ZtAxQ9wn2tqxvmLVGJ86Y+JHxFRzJUmcM4aMFaViRvbcSa1vw8ATMOI5VJPL4GbSHMXIJ57SImIVGPiR5GSSqW6PQTSHGOsWdlyAu/BAoBkTBtwVBxZW+raSqv4Sibi2dxlwhW/aoJYqsSva2wQnL9IJcaX/pj4UaRw0iHVGGPNShM4YBuI71lrti07VvxaxZcZ03P8yrabwAVf6pmofl384isIzl+kEuNLf0z8KFJyuVy3h0CaY4w1m2jFL2UasbwwrzhOxz1+reLLO8cvbk1LShNs7jJ2TmT84isIzl+kEuNLf0z8iIhirjzRil9Ml3oG6erZSrJaKYxb1c+Lk4kc51D/dUREFB4mfhQpXGZAqjHGmk2kqycQ36Weli1hTnqpp1H7HnEy0eYuXoJYimF8BcH5i1RifOmPiR9FCg8PJdUYY81KVvBz/ID4LvW0Aiz1bBVfXlOYSszO8pvscQ5xjK8gOH+RSowv/THxo0jh+nJSjTHWrDzB4xziutTTsjsv9Wy9x8/9OjtmFb+JNndJJ7jUsx3OX6QS40t/TPwoUuLW+ICmH2Os2UT3+KVjW/HrvNSzVXx5Sz1jW/Fjc5dQcP4ilRhf+mPiR5GSTCa7PQTSHGOs2YSbu8R1j5/j1BK4VlrFV625S8wqfqXJLvWMYXwFwfmLVGJ86Y+JH0UK15eTaoyxZqXJHOcQwwtzK8A5fq3iK67NXSZd8YthRTkIzl+kEuNLf0z8KFIKhUK3h0CaY4w1m9RxDjG8MLcdWWvS0kqr+PK+zorbUs9qnKSTARM/7vFri/MXqcT40h8TP4oUJ2YXRTT9GGPNSjzOIZCKI5Ho0NWzVXwlYn6OH/f4hYPzF6nE+NIfEz+KFNM0uz0E0hxjbDwpJcqWU+umGERcl3rajlPbq9dKq/jyjoGoxKxSOtnjHEoxe56C4vxFKjG+9MfEjyIlk8l0ewikOcbYeGNL8SZ4jl8ME78ge/xaxVdtqWfM9vh5zV2C7iFNJ9w4jGN8BcH5i1RifOmPiR9FCteXk2qMsfEmuhQPcBO/OFZkLEci2eF5ahVfteYuMVzqaQh07Ibq4VLP9jh/kUqML/0x8aNI4fpyUo0xNt5El+IB7iHbZcuJ3ZlPlu10rPi1ii+zdpxDvOKvPNH9o0z82uL8RSoxvvTHxI8ixejQOIFoqhhj43lLPSdzcV6J2bJFy5EwO3T1bBVfZoybu0ykmpwwBBKGQNm2FY7q6MX5i1RifOmPrzBFSjab7fYQSHOMsfFKlYntwQLie9aaZctaAtdKq/jyljrGrblLybIntH8UcJcde3FJ43H+IpUYX/pj4keRUiwWuz0E0hxjbLxJVfxietaaW/Fr/zy1ii+vuYsds4pfaYIVPyC+50QGwfmLVGJ86Y+JH0WKZVndHgJpjjE23uSau8Sz86LlOB0rfq3iy9sbGLflsWXLmVA1GYhv19ggOH+RSowv/THxo0jh+nJSjTE2XmkSzV3i2oDDtmXtPL5WWsVXstbVM17PWdmaWHMXwH0TIm6xFRTnL1KJ8aU/vsIUKVxfTqoxxsYrWW4TjbQZfB+Wt2wxbg04Ko7TsblLyz1+RnzP8ZtoxS8d0+NCguD8RSoxvvTHxI8ipVQqdXsIpDnG2HiTOs6het9SzKoyttO5uUur+ErG+By/CVf8uNSzJc5fpBLjS39M/ChSKpVKt4dAmmOMjeddYE+qq2eMLs6llKgE6OrZKr4SPMcvsDQTv5Y4f5FKjC/9MfGjSBGi/UUV0VQxxsabXFfP+DV38Qp1nbp6toovb4loJY4Vv8l09YxRbE0E5y9SifGlPyZ+FCl9fX3dHgJpjjE2Hs/xC8Y7fy/RoeLXKr6S1aYJcav4lSx7QvtHAR7n0A7nL1KJ8aU/Jn4UKVxfTqoxxsabVMUvhks9vfP3JrvHz6v4xa25C7t6hovzF6nE+NIfEz+KlHK53O0hkOYYY+NN6hy/6n0rMarKeI812eF5ahVf3tdVeJxDR1zq2RrnL1KJ8aU/Jn5ERDE2ma6eqRh29fQOXk9OMInx1Lp6xq3iN4nmLikzwaWeREQKMPGjSOH6clKNMTbeZM7xS8dwqWet4jfJPX4JQ0CIeFVJAXcP6YSbu3CpZ0ucv0glxpf+mPhRpHCZAanGGBvPu8BOdjiYvF4cm7t4lbrJLvX0vrYSs4pfyXaQTk58qWecqskTwfmLVGJ86Y+JH0UKJx1SjTE2Xqm6FG8ibby9Ck6cqjJekmt2SJDbJn6GiFXFT0qJsuUgPcGKn3uOn61oVEc3zl+kEuNLf0z8iIhibDIX5nHs6uklbBNdtlgvaRqxSvy86uakmrvE6HkiIpou05b4CSHmCCGuE0LkhRA7hBBvbnG/jwghHhFCjAghnhZCfGS6xkjd19vb2+0hkOYYY+OVrMktxQPilfgFXerZLr7ittTT2z/K4xzCw/mLVGJ86c+cxp/1FQBlAAsBnAHgt0KIjVLKzQ33EwCuAPAwgGMB3CiE2Cml/NE0jpW6xLKsbg+BNMcYG69sTbz5hlltVBKnqkzQpZ7t4ituSz295G0yB7g70j3s3pxChVVHnL9IJcaX/qZlRhVC9AJ4LYB/kVLmpJR3APg1gLc13ldK+Vkp5QNSSktK+QSAXwG4YDrGSd3Hw0NJNcbYeJM5Z00IEbuqjBVwqWe7+EqaRu37xIGXLE9mqScQr+NCguL8RSoxvvQ3XW+lHQ/AklJuqbttI4C17b5IuN0GLgLQWBUkIqIQTCbxA+LXedFbojmVCpRpiFgt9aydETmJ4xzqv56IiMIxXUs9+wAcabhtGEB/h6/7ONzk9Dt+nxRCXAngSgBYtmwZisUiyuVyrStRb28vLMuqvYPR29sLx3EwOjoKAMhmswCAQqEAAOjp6YFhGMjn8wCAdDoN0zRrH6dSKaRSKeRyudrH6XQauVwOUkokk0mk02kUCgU4jgPTNJHJZGofG4aBbDaLYrEIy7JqH5dKJVQqFQgh0NfXh1KpVHsMfX19sXpMpVIJo6OjWj0mHV+no/kxSSkxMDCg1WOayutUKJWRNETtOQn6mJKGwJF8AcPDw5F7TCpep0Kx6P6M3BEMDaHlYyqVShgcHPR9TAkB5EeLGBgYiMRjUv06DefdJLc0msfAwEDgx1QpuZ8fODyMnkR/pB5Tt1+nSqWCYrGo1WPS8XU6Wh+TaZoYGhrS6jHp+Dp1ekztCCnVv/sohDgTwJ1SymzdbX8L4BIp5WUtvuYDAP4WwEVSyl2dfsa6devk+vXrwxoydUk+n+fmYlKKMTbem75xDyzHwU/fe/6Evu78z/wJ5x83D5+7/HRFI4uWGzfvw5XXbsD1H7wQpyyd2fJ+7eLrsi/dgXl9KXznneeoGmakPLJ7GC//0h34xtvOwgvXLgr8dT/fsAt/+9ONuPUjl+CYufy/Wo/zF6nE+NKDEGKDlHKd3+ema6nnFgCmEGJN3W2no8USTiHEuwD8I4DnBUn6SB/eOyREqjDGxitZ9oSbbwDVlvsxWopXCdjVs118JRPxWurpLQWe6FJir8tsnJYSB8X5i1RifOlvWhI/KWUewC8AfEII0SuEuADAKwFc23hfIcRbAHwawAuklNumY3xERHFVrDjITPA4ByB+iZ/luI812aGrZzvucQ7xec7Kk0z8MtU3IooVHuJORBSm6eyT/FcAegAcAPBDAO+TUm4WQlwkhMjV3e9TAOYCuF8Ikav++d9pHCd1kbcWmkgVxth4U6r4xTCJ6VTxaxdfcUv8vHP80qz4hYbzF6nE+NLftJ3jJ6UcAvAqn9tvh9v8xft41XSNiYgo7oqViR/gDsTvkG3LCbbUs51kQtS+TxxM9hy/TJIVPyIiFXgyKkWK1/WISBXG2Hgly5lUxS8Zs8SvEvAA93bxZcbsOZvsOX5ehbBUic9zFRTnL1KJ8aU/Jn5ERDFWqtiT3uNXitGyxaDNXdpJJYxYVvwmeo5freJnseJHRBQmJn4UKT09Pd0eAmmOMTbeZCt+6Zg1d/Eqfp2au7SLLzMhYrXHb7LNXVjxa43zF6nE+NIfEz+KlE4HTxJNFWNsjO1IlO2pdPWMT0WmErC5S7v4SiaM2veJg1Jtjx8rfmHh/EUqMb70x1eYIiWfz3d7CKQ5xtiYyTbfAKrNXWJUvapUl2iaRvuKX7v4SiaM2veJA1b8wsf5i1RifOmPiR8RUUx5XRN5jl9nFdtBMiEgxFTO8YvZUs9JNndhxY+ISA0mfhQp6XS620MgzTHGxpSmUvEzjVrDkziwbCdQY5d28ZVMGLBi9JyVJtncxbs/K37NOH+RSowv/THxo0gxzWk7WpJiijE2ZkoVv0QiZhU/2XGZJ9A+vsyEiNXy2JJlI2UaE66SGoZAyjRY8fPB+YtUYnzpj4kfRQrXl5NqjLEx3oW1t7RuIuK41DPIksV28ZVKGLBilPiVLQfpSR5/kTENVvx8cP4ilRhf+mPiR0QUU96F9US7LgLVxM92IGU8li5WbAfmFDvemYYBR7rdVOOgbAVLlv2kkwmUWPEjIgoVEz+KlFQq1e0hkOYYY2PGlnpO7hw/ALFZulixJZJm5yWL7eLL+/q4NHiZSuKXSRoosuLXhPMXqcT40h8TP4oUTjqkGmNszGTPWQPGGnDEZblnJWBzl3bx5T1ncUn8SpYzqdgC3IZDrPg14/xFKjG+9MfEjyIll8t1ewikOcbYmKlU/LxKTqwSvwBLPdvFl9ccJi7dUFnxCx/nL1KJ8aU/Jn5ERDE1pYpfzJZ6WgGXeraTrD5ncWnwUg7YEMcPK35EROFj4keRwmUGpBpjbMyUKn4xW+pZDtjcpe0ePyNeyXLZciZ8hp+HFT9/nL9IJcaX/pj4UaTw8FBSjTE2JpSKX0wSv4odLIlpe4C7Ga+lniXLRtqc+JsKACt+rXD+IpUYX/pj4keRwvXlpBpjbIxX8UtPYY9fKSaJn2VLmInOSz3b7/GL2VJP7vELHecvUonxpT8mfhQpcTkTjLqHMTaGe/yCC9rVs118eV8fl+esNJVz/Fjx88X5i1RifOmPiR9FSjKZ7PYQSHOMsTElr+I3iYvzdMz2+FVsiWSAil+7+ErFbKnnVJq7sOLnj/MXqcT40h8TP4oUri8n1RhjY7xz1oSYeLfKuO3xC5rEtN3jF7dz/CpO7Q2CiUqbidobEzSG8xepxPjSHxM/ipRCodDtIZDmGGNjihV7Uh09AdSadsRlj1/QDpXt4itunVBLljOp/aMAkE4aKMbkeZoIzl+kEuNLf0z8KFIch7/oSS3G2Biv4jcZ6aT7dcWYVGWCNippF19xq5KWKjYyyclX/MqWwz1HDTh/kUqML/0x8aNIMU2z20MgzTHGxkyl4peJW8Uv4FLPdvEVt06o7hsLk4yvZLyeq6A4f5FKjC/9MfGjSMlkMt0eAmmOMTamWHEmXZHJxLHil+icxLSLr3SMOqHajkTZnkJ8VRPGuMRXUJy/SCXGl/6Y+FGkcH05qcYYGzOlA7aT8bowD7rUs/0ev0Tte+nOO4ph0ntIWfHzxfmLVGJ86Y+JH0UK15eTaoyxMVOp+KVjtGxRShl4qSf3+LlKlcmfEQmw4tcK5y9SifGlPyZ+FCmGwZAktRhjY6ZU8TMNCIFYtNz3lmYGSWLaxZeX+MXhOIciK35KcP4ilRhf+uMrTJGSzWa7PQTSHGNszFQqfkIIpM14tNz3KnRBDnBvF1/e18eh4ucdvs49fuHi/EUqMb70x8SPIqVYLHZ7CKQ5xtiYqVT8gPgcsu0lakHO8WsXX6kYNXep7fGb9B5SVvz8cP4ilRhf+mPiR5FiWVa3h0CaY4yNKVac2gX2ZGSSRq2yozMvUUsFSGLaxZeXOMYhmfHiYrLxlYlZ86CgOH+RSowv/THxo0jh+nJSjTE2ZirnrAHuxbm3l0tnFcs9RDxIc5d28SWEQCphxGSp5xQrfl7zoBi8sTARnL9IJcaX/vgKU6RwfTmpxhgbU6rYk96DBbgX53G4MC/bbhITJPHrFF8pMx6Jn1fVTE+yuUut4heDNxYmgvMXqcT40h8TP4qUUqnU7SGQ5hhjY1jxC6Y0gT1+neIrZRq1RFJnXsVvssc5sOLnj/MXqcT40h8TP4qUSqXS7SGQ5hhjLttxz6abSsUvYyZisQfLq9AFSWI6xVfslnqy4hcqzl+kEuNLf0z8KFKE6NwunWgqGGOusWRmCl09k0YsGpXUunoGSPw6xVfclnpO9o0FVvz8cf4ilRhf+mPiR5HS19fX7SGQ5hhjrrGKzFT2+CVi1tWz83PVKb5SpoGKLUMZV5SVWPFTgvMXqcT40h8TP4oUri8n1RhjrlIIFb9M0uA5fg067vFLxKNKWjvOYZJ7/GpHX8TgjYWJ4PxFKjG+9MfEjyKlXC53ewikOcaYK6yKXxySmIks9ewUX25zF/2fs9oB7pOs+BmGQMo0WPFrwPmLVGJ86Y+JHxFRDBWneGHufq0Rj+YuE1jq2Ym7x0//56xYcZAwBJIBqqStZGJyXAgR0XRh4keRwvXlpBpjzFWa4lI8oHqcQwwSv4kc59Bxj1+Munpmppgop2MSXxPB+YtUYnzpj4kfRQqXGZBqjDFXoexeUPdMoeKXNg0UY5DEcKnnxBUte9KHt3t6kgmMMvEbh/MXqcT40h8TP4oUTjqkGmPMNVqxAAA9qakd4G47EpbmicxEmrt0TPxiUvErVZwpV/yyqUTtDQpycf4ilRhf+mPiR0QUQ94FdTZlTvp7eI1hdK/KVELf46d/4le0nCntHwXcNyVGmfgREYWGiR9FSm9vb7eHQJpjjLnGEr/JX5z3VJNG3RO/iSz17BRfcUn8RsvWlKrJgFfxs0IakR44f5FKjC/9MfGjSLEs/pIntRhjLq+SMpWLc29/YLGsdyJTth0IAZiG6HjfTvHl7vHT/wD30Yo9pf2jANCTNLnUswHnL1KJ8aU/Jn4UKTw8lFRjjLnCqPh5X1uo6H2xULYcpBIGhOic+AU5wD0OxzkUynYoFT/dq8kTxfmLVGJ86Y+JHxFRDI1Wl9BlzKlX/HTfh1WynFD29wFuJ9Q4dPUcLU+94sfmLkRE4WLiR5HC9eWkGmPMVahemBsBli+24lV09E/87MCNSjrFl3s2nQMp9V7uOVqxp1RNBtjcxQ/nL1KJ8aU/Jn4UKY6j/zvh1F2MMVchjAtzr+Kn+XK8YsWpdTDtpFN8ed+npHmDl9GQlnoWypb2SfJEcP4ilRhf+mPiR5EyOjra7SGQ5hhjrrAuzAFovxyvWLEDL4ntFF/e9ylV9L7Acpd6Tv6oEMA9asSR+ifJE8H5i1RifOmPiR8RUQwVytaUK36ZmOzxK1aCL/XsxPs+RY0bvEgpUajY6ElN7RIjLntIiYimCxM/ipRsNtvtIZDmGGMut+viVCsy8VjqOVqxAy/17BRftUPvNU5mKraE7UhkQ4qvgubxNRGcv0glxpf+mPgREcXQaNlGdqrnrMVmqacTWsWvJwYVPy+pnepzNtY8SO/jQoiIpgsTP4qUQqHQ7SGQ5hhjrjC6Lnr71XSv+E1kqWen+Kot9dR4j58XD1ONr95qxVD3NxYmgvMXqcT40h8TPyKiGAqjuYthCGSShvYVmZIVXsUvXV3qWdQ4WS5U4yGMc/wAvZfFEhFNJyZ+FCk9PT3dHgJpjjHmKpSnXvED3M6Lulf8Rss2MgEPcO8UX5kYHIHhPbapvrHQwz1+TTh/kUqML/0x8aNIMQyGJKnFGHO5XT2n1nwDcKs6ui/FK1rBq6Od4surgpU0Tma8Ct1U31jw4pMVvzGcv0glxpf++ApTpOTz+W4PgTTHGHPb7Y9Wpr7UE3CrMjovWwQmtsevU3zFaY9fWEs98yW9lxJPBOcvUonxpT8mfkREMVOyHFRsib701Ct+2ZTeFT8ppdvVM+BSz04ysdjjF85STy8+mfgREYWDiR9FSjqd7vYQSHOMMSBXvZDuz0w98cskE1ovxStZbmUuHbB61Sm+4tAJtRhSxa+3mvjlmPjVcP4ilRhf+mPiR5FimlO/ECVqhzEG5IruhXRYFT8mMWM6xZdXBdN5qWdYFb+UaSBtGhhh4lfD+YtUYnzpj4kfRQrXl5NqjLGxCkoYiV9vytS6IuMlaGHt8Uub+i/19JZm9oYQX/0Zs/ZGBXH+IrUYX/pj4kdEFDMjXsUvhKWefWlT6z1YXoLm7c2bKiEE0qaBoqVv4ue9EdAbQtfYvrTebywQEU0nJn4UKalUqttDIM0xxur2+KWTU/5efZpXZEZriV+wil+Q+MokEyhqvC8yV7TQm0ogYYgpfy/d42uiOH+RSowv/THxo0jhpEMqbdx5GFd892G89Vv3YudQodvD6ZpcqQIgnIpfb9pEvmzDceSUv1cUTXSPX5A5rCeZ0HqPX65khbLME3ArfnHe4+c4Ep+/8Qm86Au34ct/fhLJ5NTfrCFqhddg+mPiR5GSy+W6PQTS1MGREt767Xvx9GAeDzxzCO/4zn2o2PpefLcTZnOXfq/lfvnovDj/1PWP4qxP3oQf3/+M7+e9BC0dcKlnkDksk2y91HMgV8JzP38Lnvu5WzCULwf6mVEzUrJCeVMBAPrSyVhX/L5x+zZ86c9bkStZ+NyNW/Dt25/q9pBIY7wG0x8TPyKKhf+66QkUKzauetPJ+NKbzsRTB/P44X3+F/u6GwnxOAfvAv9o3Id14EgR19y9HYP5Mr56y1OQsrlq6SVoQZd6BpFJtj70/mcbdmHbwTy2DeTxoxbJaNTlS1btDYGp6s/Ed4/foXwZX/7zVjzvxAW44x8uxUVr5uHrd+7C4cLR+YYAEXUfEz+KFC4zIBWG8mX8fMNuvOHs5VizaCaee+ICnLliFq65a7vvxb7uckULpiFqHSanwqsaHo1VmV88uBsVW+JDz1uDHYMF3L/9UNN9vL143vl7nQSZw9LJBEZbLPX82YZdOGfVHJx/7Fz8+P6dgX5m1OSKYVb84pv4/fyBXciVLPzdi06AEAL/+JITMVKy8bMNu7o9NNIUr8H0x8SPIoWHh5IKv3hgF8q2gyvOW4l0Og0hBN509go8ddBd9hk3uepSPCFCaL5xFB+yfc+2QaxZ0Id3XbAKALB+x1DTfbwz6XrT4RzgDgC9qQRGfZbGDuXL2Hogh+eeuADPO2khdgwWsHd4NNDPjZJcyQqloycQ7+YuP1m/E2csn4WTFs8AAKxdMhNnLp+JH9z7TCzfsCL1eA2mPyZ+FClcX04q/GHzPpy8eAaOX9hfi7GXnrYYqYSB3z+yr8ujm35u18XwLsyBoy/xsx2JDTsOYd3KOZiZTeKYuVls2jXcdL+JnnkYZA7rS5u1IzXqbdrt/vzTls3E2StnAwDW+1Qhoy4X6h4/E2XbQUnj4y/8bD2Qw5b9ObzqjCXjbn/pSXOwbSCPJ/aPdGlkpDNeg+mPiR9FCt/FpLAdypexYcchPO+kBQDGYqwvbeL84+bixkf3xy7uRkpWKPv7gLGE6Gg7y+/JAyMYKVq1BOu0ZbPwcLvEL+DzFSSW+lrsW9u06zAA4JSlM3Hy4hnIphJYv725Chl1uRD3+B3NS4mn4qZH9wMAXrh20bjbLz52NoQA/vDI/m4MizQXt9+FccTEjyKFraopbLc9eRCOBJ57opv41ceYt5xu20C+W8PripFiJZSOnsDYhblfBcuz61ABG3ceDuXnheWxvUcAuNU1ADh16QzsPjyKQw2dNEeKFpIJgXTAPX5B5rBW+9Ye2X0EK+dmMSOThJkwcPLiGXi0Os6oGMqXcc+2wZYXiFJKt6IcYnMXoH186ejmJw5g7ZIZWDKrZ9zti2ZlcdaK2fjD5vitVCD1eA2mPyZ+FClcX05h+9NjBzC3N4XTl80CMD7GLjxuHgDgrqcGuzG0rjlcqGBWNpxN/J32+G3YMYQL//NmvPIrd+K+p6NTvXpiXw6phIFj5vYCAFbP6wMAbB8c/yZAvmRNKEkOMof1pU3kS1ZT8rR9MI9j5/fVPj5+UT+27M9F5l34kmXj7Vfdhzd+4x589LpNLe7jwHJkaEs9Z2XdC9FDMepkWazYeOiZw7igOj/VS6fTeOHahXh075FYn0VKavAaTH9M/ChSCgX+IqPwWLaDW7ccxCUnLIBhuI1M6mNs5dwslszM4O6nBro1xK44VChjdjacd3Z7Oyz1/N9btyFlGsgkDfzHbx8N5WeGYcv+Eaye34tkwv01uHJeFgCwY3D8HDTR/WpB5rDetImKLVGyxjp7SimxY7BQS0QB4ISF/RgereDASCnwz1fpugd2Y9PuYczOJvGT9buwb7jYdB/vDYCwlnp6b1AcLlRC+X5Hgw07DqFsOzhv9dymzxUKBbyouvzzxke53JPCxWsw/THxo8g4MFLEzx7ch5sfPxCZd7jp6PbAM4cxPFqpLfMEAMcZu9gWQuC8Y+fh7qcG4TjxiDkpJQ4VKpjdG07FL2UaSJmG71K8oXwZf3psP9594Sp8+PnHY+OuYWyPyLLaJ/aN4PiF/bWPl83OQojmit9I0UJfOniSXB9frfT7NMQ5OFLCaMWuJaAAauN7Yl80Gnn86qE9WDWvF798/wWwHYlfPNh8rIC3Fy+spZ6zq4lfnCp+dz81iIQhcPaqOU2fcxwHx8ztxXEL+nDLEwe6MDrS0TODBVx7zw5seOZwt4dCijHxo0hYv30Iz/3crfj0TU/jnVffj/d+bwMsu/MFFFE7f378AExD4KLjx5ZMmeb4C9Lzj52LQ4UKHtsXrb1UqoxWbJQtp3ZBHYaZPUkcKTZXZB7edRiOBC5eMx+Xne52J7whAl1UcyULuw+P4oRFY4lfJpnAkpk9eKah4ucu9Qx+eHtjfPnxa4izvfpz6yt+xy90l31uiUAHx0P5Mu55ehCXnbYYx8ztxYmL+nG3zxLp4VE3DmZkwqkoz64t9YxPxe/ubYM4delM3yXGXnxdesJ83Ltt6KhrqkTR8/tH9uL5/3Ur/uWXj+Avf/QYPv7rzXzzXWNM/KjrDowU8ZffXY8F/Wn84j3n4B9efCL+sHk/Pn/Tlm4PjY5yf358P85eOWfcRWgmkxl3n/OPc5dT3bU1Hvv8vAvosJZ6et9rKN9ckfGOR1i71G1Scez8XtwfgS6VT1YTqTUL+sbdfszcbFPFLzfBPX6N8eWn16chjvdzV84dq/jN7UtjXl86EhW/9TsOQUrgwjXzAQDPXj0X67cfQqXhDbqhamUurIryjEwShgAOx6Tily9Z2LjzMM47tnmZJzAWX5eesABl24nd/mQK19YDI/jrHz2EU5bOwE0fvhhXnLscV9+1Hd+7Z0e3h0aKMPGjrvvk9Y+hULbxjSvWYeXMBN53ybF4/bpl+MZt22oXaEQTtXOogC37c7VjHDyNexgWz+zB6nm9uHtbPC6gvK6VYTV3AdzleH4VmU27h7F6Xm8t8V53zBxs2HGo68tqvQpafcUPcKtt/nv8gifJQfbI9Ps0xNkxmIdpCCxt6OJ4wqK+SFT81u8YQjIhal1Qz101B6MVu3b2oMdL0OaElPgZhsDMnmRslnqu33EIliN99/cBY/G1buUc9KYSuJnLPWmSpJT46HWPIJtK4OtvW4c1C/vxoYuX4qI18/CZGx7HwYjsLaZwMfGjrtq0axi/2bgH77l4NY5b0FfbH/NPLzkJadPAl2/e2uUR0tHKuyC69MTxiZ/fHqxnHzsX9z09FIvlxYcVVPzm9KaajkEA3MTvlKUzax+ftXI2hkcr2HpQzSHBUkoUK50P+t6yP4dM0sDy2dlxt6+cm8Vgvjxu2Wpugks9g+zx85rFNC71XDa7B2Zi/K/l4xf248kDuY7Jsu0Ee+yTtX77IZy6dCYySfe5OH35LADA5obEbyjvPndzwnxjodf/jQUd3f3UIJIJgXXV8yUbefGVMg1cuGYebuGeeJqkW7YcxH1PD+FvX3gC5ve73TyllPjEK09BsWLj67c+1eURkgpM/KirvnrLVszImPjLi1cDAAzDDcnZvSm87dnH4Dcb9+DpiDSDoKPLnx8/gJVzs1g9r3fc7V6M1Tv/2LnIlaym6oWODoW8FM/7Xo0VmYMjJewdLtYqRABw9kq3WcX67YdC+9mevcOjeNEXb8NpH78R3717e9v7btk/gjUL+mudXj3e/rr6fX654sSWevrFV6PeFhW/FXN7m+57wsJ+FMo2dh0abfn9dg4VcOnnbsGpH/8DfvFAc8OVqSpWbGzaNYx1K8eajSyemcGsbLLpnMFD+TIMMdbAJgyzs6nYLPW8e9sgTl82C9mU//NXH1+XnrAAe4aL2LJfzRsppLev3fIUls7qwRvWLa/dZhgGVs3rxavPXIZr79mBA0eaO/fS0Y2JH3XN9oE8fr95H9767GPQX11Klc2OvQP/7otWIZkw8LVbWPWr9/RAHn/1/Q246LN/xruvvh+b9+ifrExUoWzhrqcG8dwTF0KI8Rf39THmeXZ1WZUO+2XyJQv3PT3UsvrjXUCH2dxldjaJQ4XKuMrDI9Uk+tS6it/KuVnM7U1hfYd9focLZbz32g148Rdvw61bDgYaw6eufww7BgtYMTeLT13/WNs3jBo7enqOqe6v8/bbWbaD0Yo9oa6efvHVqL9hj593lEP9/j6Ptxy1XfOhj/3yERwcKWH57Cw+et0m7A9wsTZcqOA9167Hi75wG25/sv1zvGn3MMq2g3XHjFWhhBBYu2QGNu9pSPwKZczOppqS6qmYnU3iUL51xe+xvUewY/Dof4PwSLGCR3YPt9zfB4yPr0tOcFczcLlns0LZwn/+/nE89/O34BVfvgPX+XSgjbNH9xzBfU8P4YrzjkHKHEsFvPj66+cdB8uR+MZt27o1RFKEiR91zbfu2IakYeAd56+s3VYsjl2wLOjP4PJ1y/DLh/ZgMMe15oDbJfEVX74Dtz85gNOWzsLGXYfx6q/chZsf5y/+enduHUTZcsYd4+CpjzHPvL40Tljo36XwaDKQK+GFX7gNr//63Xjt1+7y7fjnLcWbFWpzlxRsR+JIXbOSTbuHIQSwti7xE8Jdwnb/jvaJ3yd+8yhuemw/9h0p4gM/eMD3vLh6Ww+M4Leb9uI9F6/GD/7yXEAAV9/5tO99DxfKODBSwgmL+po+5yV+3j6/fNlNnidyjp9ffDVqXOp5qFDBSNEa19HTc8KifggBPL7Xf5/fM4MF3LrlID7w3ONw9TvPgWVLfP3Wzhdr//brR/DHxw7gwEgRf/W9B3BgpPW4vQrtWceMX3548uIZeHzfyLgl0ocK5VBjC3D3o7ba4/eN257CS/77dlzyuVuUVDun073bhmA7Eucf23xwu6c+vhbNzOCkxTM4/zcYLlTwhq/fg6/d8hRWzMnCsiU+/OON+MzvHuv20CLjmru2I5M08Iazl4+73YuvY+b24mWnLsaP7t+JEZ+OzXT0YuJHXTGUL+NnG3bh1WcuxYIZY13wLGv8herbz1uJsuXgR/fvnO4hRs7hQhnvuno9ZvYkccOHLsJX3vIs3Pjh5+D4RX34q+8/gK0HuNzHc8MjezEjY+Icn3OwGmPMc96xc7F+xxBKlrp9Uqp94jePYiBXwnufcyw27zmCb93enPzsO1LE3N5U7eDyMHiNPOr3+T28y23s0rhMct0xc7BzaLTlEqLH9x3BLx7cjfdcvBq//KsLUKzY+N8Oe01+/dAeGAJ423krsaA/gxevXYTrHtztW/X0lsWt8an4ZVMmFvSna9XC4YJ3NEHwxK9VfNXrSSaQTIjavjW/jp71Y1o5txePt6j43fDIXgDAK05fghVzs3jh2oX45UO7UbZa7zXcdjCHXz60B+99zmr8/H3no2jZ+OrNrZ/jDTuGsHpeL+b2pcfdfvKSGShbDp46OFZtG8qXQ2vs4lk0I4MDIyXYDfscdw4V8P/+8AQuPG4ezloxG//0i00d3ySIsju3DiCTNPCsY2a1vE9jfF16wnys33HI9ziVOLIdiQ/88AE8sW8E37piHa5+5zn4zQcvxFufvQJfv20bfsJrCRzKl/HLh3bj1Wcua2ryVR9ff3HRKuRKFn7M50wrTPyoK75/zw4UKw7efdGqcbc37o9Zs7AfF62Zh2vv3tHUNjxu/u8Nj+NQoYyvv+0sLKs2pZjTm8K3rjgbPakEPvCDB5Q2dzhalC0HNz26Hy84edG4JSyeVnuwzj92LooVBw8dpQfY7hsu4reb9uKK847BP77kRLxo7UJ8645tTTGx5/AoljR0jpwqb7/gUF1V5pHdw+OWeXqeVa0abdjhv8/vB/c+g5Rp4C8vWo2V83rx8tOW4KfrW7/rLKXEbx7ei/OOnVtrUPDas5bhSNHCnVsHmu7/hNfR0yfxA4CVc3tre/wO5twkov7NqU6C7PETQmB+XxoD1ZUM3jJFv4ofAJy4qB+P7W2V+O3DqUtnYvkcd0547bOWYShfxm1tlsj+4oHdMIT7xtrq+X14ySmL8fMHdmG03Dx/SCmxYcehpmofAKxd4r6+j+4dW25+uFAJdRkxACyelYHtyKaq5Hfu3A4Bgc9dfjq+8IYzYDvyqN4acOfWAZy9cg7SZutmQo3xdemJC2A7ErdvaY71OPrm7dtw+5MD+OSr1uL5Jy8EACQMgX9/xSk4b/VcfPL6R7H7cOv9snHwo/t3omQ5ePv5xzR9rj6+Tls2C+esnIOr79oei8ZnccHEj6ZdybJxzd078Jzj5zfts/HbH/P281Zi35Eibty8f7qGGDn3bx/Cj+7fiXdfuKp2seVZNDODz7/+dDy+bwSfv/GJLo0wOu56agAjRQsvPXWR7+db7cE6d9VcCHH07vP7/r074EiJtz17JQDgbc9eiZGihT8+Nv7/zd7hUSyeGTyRCcK70B/KuYnfgZEi9h0p4tRls5rue8rSGUiZhm/iV7Yc/PLB3XjJKYtqyeRbn30M8mUbv29x8PvmPUfw9EAel522pHbbs1fPQV/axE2PNs8Zj+89gv6M2fI5WDE3ix1DbiJ24IibmM1vqHS1E2SPHwDM70/jQLVd+vaBAoQAls/xT8hPWjwDO4YKTUt39xwexUM7D+PFp4zF+sXHz8esbBK/3bTX93s5jsR1D+7GRWvm1xLaN5+7AiNFC7/f3Pw1Tx3M41Ch4ttlcvW8XqRNA5t3jyWlQ/ly6Infkpnu87Ln8Fji5zgSNzyyFxcfPx+LZmawfE4Wr3nWUvxk/a5apfZocuBIEU8eyOGC41ov8wSa4+vM5bMwpzeF37V4veNk64ER/NdNW/DitYvw+nXjlzAmDIHPvu402FLiH3/+cGw7oVq2g+/dswPnrZ6LExfNaPp8Y3y9+6JV2HVoFDf6zKV0dGLiR9Pu1w/twUCuhL+8aHXT50ql5r18l564ACvmZHH1Xf57dnRXthz883WbsHRWD/7P89f43ufSExbgzeeuwLfveBoP7Tw8vQOMmBs27UNf2sSFa/wvoPxiDABmZpM4ZclM3PXU0ffOecmy8cP7nsHzTlyAFdXlgucdOxeLZmTwq4f2jLvv3sPF0Ct+i6oJxN7q8k2/xi6etJnA6ctmYr1P4nfH1oM4UrTwyjPGkrhnrZiFFXOy+PXGPU33B4DfbNwD0xDjkp+0mcBzTpiPPz52oOkYhEf2HMEpS2Y2Nf3xrJybxf4jJRTKFg5WK3JeJTGIVvHVaH5/unZO1o7BPJbM7GlZ6TlxUT+kHKtWerxk+CV1jz2ZMPDCkxfij4/u9122fM/Tg9h9eBSvedbS2m3nrJyDJTMz+M3G5uThgR3e/r7mZdNmwsCJi/prnT3LloODuRIWzgj+fAXhxeve4bFKzcZdh7F3uDjuDZ53nL8KoxUbP1l/9C1N895wuqDN/j6gOb7MhIFXnL4ENz26PzadT/3YjsTf/fRh9KYS+OSrTvH9/718Thb/8OITcfuTA/jNw/FMlP/42H7sPjyKt9f1VqjXGF/PP2khjpmbxbduZ5MXXTDxo2klpcS373gaJy7qxwXHNXcuq1Sa36lNGAJXnHcM7t9+qHZBGSffumMbtuzP4ROvXNuyxTcA/ONLTsSC/gz+4WcPt93fo7NixcYNj+zF809a0PIi2i/GPBetmYcHnjnseyZdlP324b0YyJXH/TJPGAIvWrsQtz95sLaE70ixgpGSFXrFb0F/GinTwK4hd4nkw7uqjV2WNL+jDLjLPTfvGW5ahnr9Rndv5oXHza/dJoTAK89Ygju3DjQt9ZNS4vqH9+LCNfOa9qq88OSFGMiV8NCuw7XbKraDx/YewSlL/ccF1B3pMFTAwZESDDGxw8jbxVe9cYnfUKHWWMbPSYvd8TY2ePn9I/twwsJ+rJ4/vlHNS05djJGShTuebH4T4+cbdqM/beJFa8cSJsMQePnpS3DbloNNycP6HUOYlU02HYviObna2VNKiT2HRyElastOw7J4lhuve+qW6P3+kX1IJgSed9LCcWM5Z+UcfPee7U37AaPuj4/tx9zeFE5u8X/G4xdfrztrGcq2E9tkBgC+c6f7pufHX7G27Rs1b332MTh16Ux88vpHY7cvUkq3S+fSWT14/knNjc+A5vhKGALvumAVHnjmcMvl+XR0YeJH0+rGR/fj8X0jePeFq3zfkWv1Lvzl65ajJ5nAd+7crniE0bJzqID/+dOTePHaReMucPzMyCTx6decgif2j+ArMT34/vqH9+JI0cIbzl7R8j6tYgwAXrR2EWxH4k8R6ZJXKFvYOzzacVnSNXdtx+r5vU3VghecvAjFioM7qnvd9laXyi0OueJnGALLZvfgmWri98juYRw7v692Xl2jdcfMQcWWeHjX2Bs5xYqNP2zeh5ecsrhpb+Yrz1gCR7qJYb2Hdh7G7sOjeHndMk/PJccvQMIQ45Z7PnUwh7LljDtUvlHtSIcBN/Gb25dGYgJHE7SLr3rz+9IYypdg2Q62D+TbJn7LZvegL22O2+d3YKSI+3cMjat0ei44dh5mZMym5Z75koUbHtmLl522uHYQu+cVpy+B5Ujc0LCkdv2OQzhrxeyWxzOcvGQmhkcr2DNcrL3+K0JO/GZkkuhLm7WlnlK64zz/2HmY2TO+g+jbz1+JnUOjuKXDEQfDhUot8e62YsXGzY8fwAvXLuwYa37xtXbJDJy4qB8/OwornWF4eiCP//eHJ/D8kxbiFac3zwX1EobAp151CgZyJXzhpi3TNMJouPupQTzwzGG895JjYbZo7uUXX687axlmZEx8+c9Pqh4iTQMmfjRtypaD/3vD4zhuQR9efeZS3/v09TW3WAeAmT1JvPGc5bjuwV3Yst+/rbluHEfio9dtgmkY+Pgr1gb6mueeuBCvOmMJvnLz1tid7+c4Et+6fRuOW9CHZ69uXpbmaRVjAHDasplYMjOD6x/2X1YIuBdpN27eh59v2DWuAhEmy3bw+RufwFmf/CPO+8yf8cIv3IYHn/F/t/XBZw5h465hvP28lU0X5+eunoP+jIkbN7sX8173yGWzw038AGD57Cx2Hhqr+J3WJrnyGoXcX3ee358eO4B82cYrzmi+cDtuQT/WLpmBXz20e9ztv314L1IJAy84uflNkZnZJM5dNQd/rEv8vGMJTvfZe+g5dn6fe3zCviM4OFKa0P4+oH181Zvfn4Yjgcf3jeBQoeJ7rqBHCIFTl87EA3UxcOPm/ZASeInPXtaUaeCFaxfhpkf3j6v+//6RfSiUbbzmWcuavmbtkhlYNa8Xv6lbUjuYK2HbwXytIY+fk6vVyM27h2uv/4o2SexkLZvdU4vfR/cewTNDhXFLXD0vXLsQi2ZkcPVd232/T75k4SM/3YhnfeomnP0ff8Qbv3G3sjMAS5aNPz22Hz/bsKvWMMjPLU8cRL5sj6vCtuIXX0IIvH7dcmzcNYwNHY5K0Y3tSPzDzx9GyjTwH6/2X+LZ6PTls/CWc1fgmru2x+r35Jf+vBUL+tO4/Kzm//8ev/jqTZv4wHOPw81PHOx45idF37QlfkKIOUKI64QQeSHEDiHEm1vcTwgh/lMIMVj9858i6FuoFGnfvXs7nh7I459fdlLLd5va7Y/56+euQV/axH/8Nh5n8Vxz93bc/uQA/vElJ2LRBJbm/etlazGnN4X3XLshVucf/nbTXjy+bwQfuPS4tr/828WYEAKvPWsZbtty0DepW799CJf8v1tw5bUb8Lc/3YiLPnszvnDTlrbLyqSU+PPj+/HBHz6IN3/zHnzmd4+1TRgrtoMP/vBBfOnPW/GCkxfiX15+MgplG2/8xj24Z1tz45nv3LkdfWkTr/X5ZZ5MGLj0hAX48+MHYDsSD+86DNMQtYv1MC2f04NnBgvYN1zEgZFS26ranN4U1i6ZgT/VNZ759cbdmN+fxrNX+x9e/cozlmDjruHaUQuOI/G7TXtx8fHNVR/P809aiCcP5LC9+jV3bh3AkpmZttW13rSJVfN6sXnPERzMlSa0vw+Y2B4/ALXKVGPTpkbnHzsXm/ccwVB1GfLvH9mHVfN6W3YnfempizDS0Nn0Fw/uwoo5WZzt06hFCIHLTluMu7cN1o7a8CrfF6+Z33R/z0mL3XMGH9k9jGeGCkglDCzsD3cpMQCcsnQmNu0adqt9m/bBEPBN+JMJA285dwVuf3IATx0cf8RNsWLjnd+5Hz9/YBeuOO8YfORFJ+DRPUfw6q/e1TYBqNgOfnL/TvzFNetxxVX34au3bO24TPCurQN47uduxbuvWY+/++lGXPK5m/HZ3z/etOcUAH58/zNYOCONCzs0dgFax9cbz1mOOb0pfO4PW2LVuOQzv3sM9z09hH+7bC0WTqD77kdeeCJmZ1P45+seiUXHytu2HMTd2wZx5cWrm6r99VrF19vPX4nlc3rwqesfi32H9aPddFb8vgKgDGAhgLcA+JoQwq+McSWAVwE4HcBpAC4D8J5pGiMp8tjeI/jcjU/gkhPm45LjW19ElMut91bN7k3hg89dg1u3HMQNmncw27RrGJ+54XE878QFeMu5rZct+pnTm8I3rliHAyMlvOfaDcj5HOKtm8FcCZ+8/lGsXTIDl3VY6tMuxgDUusE1noH324f34s3fuhc9qQSuedc5uPHDF+Oy0xbjv//0JK646l7fToKH8mW893sb8K6r1+OebYMolG1cdefTeN7nb8X37tnRdIFWsmx88AcP4oZH9uFjLzsJ//OmM/HuC1fh1x+4AMvnZPHuq+8fV/nbeiCH6x/eg7ecu6LpvDzPC9cuxGC+jHu2DWLjzmGcuLi/7S/+yVoxJ4sjRQu/rFblzjvWP4HzvGjtIjzwzGHsP1LEcKGCmx8/iJeftrjlUrdXnL4UhgB+dP8zANwmJXuGi3jpqYtb/gwvMfjNxj2wbAd3bxvE+cfN61gVWLtkJh7edRjbDuYnvGyxU3x5vH1wv3jQfb5OWty64gcA51eTgju3DmDfcBF3bxvES05Z1PKxXHjcfPRnzNr333Ywh7ueGsRrnrW05ddcdvoSSInaXrEbN+/D0lk9bfdEZlMmTls6E7dvHcDTB/NYOrun5bLQqThj+SwM5svYOTSK3zy8B89ePbfpXEHPm85dgVTCwDV1VT/bkfjQjx7EfduH8MU3nol/u2wt3n/pcfjVBy5ExjTwpm/c49sYa8dgHq/92l34+58/jK0HRjAwUsJnf/8Envu5W3H9w3t8k6zv3bMDb7vqPmSSBr7zjrPxx7+5GK87axm+estT+OAPHxy3t/XxfUdwy5aDeMO65S3fEK3XKr6yKRP/5/lrcPe2Qfx0/dF9kH1Q1969Hd+642m84/yVeF2bKpafmdkk/u0Va/HQzsP49O8eVzTCaBgereBjv3wEK+dm8dZnNx/hUK9VfKXNBD72spPxxP4RfO4P7B5+NAt+Ku0UCCF6AbwWwClSyhyAO4QQvwbwNgD/2HD3twP4vJRyV/VrPw/gLwH873SMlYKRUuLIqIWdhwo4MFKEZUv0Z5JYNrsHS2b1jLt427DjEN5z7QbM7Enis687LfAeGD9vP38lrt+0F3/3042Y2ZOsXQxVbAf3PT2EP2zehwefOYx9R4roS5tYNrsHZx0zG2evnIMzls9q2nNkO25Dgu2DeRwZtSAEsHBGBktn9WBBf9r3AsZ2JPYdKeKZQbe9uvc1S2b1YHY22fT4bEfi6YEcNu0exqZdR/DkgREkDIFFMzJ41orZOO/YueOaIdz11ADe//0HML8vjf+c5PN1xvJZ+MLrz8Bf/+hBvOard+LTrz4VZx0ze0rPfTc5joTlSN9z+fYOj+I9127A8GgFV73j7Antx/KzfE4Wl5+1HNfesx2vedZSnLJ0Jq6642l88reP4qwVs/HNK9bVjhr4whvOwPnHzsM//3ITXv3VO/HVtz6r1iL7j4/uxz9dtwmHC2X800tOxLsuXIVkwsDOoQI+et0mfOyXj+BPj+3Hf77uNCzoz+BIsYL3f/8B3P7kAP715SfjXReOnXE5ty+N7//Fubj8f+/G26+6Dz+68jwcv7APH71uE7IpE1de3Nwh1/P8kxZiZk8S37lzOzbuOtxxD8xknbfa/b/4f294HItmZHDiovaJzMtOW4wv/HELrrlrOwwhULadphbs9RbNzOBlpy3B9+7egXdfsApf+tNWzOtLt038ls/J4qI18/C9e3dg6eweHC5UAi2nW7tkRm3J4/kdEtjJOmnRDMzOJrHtYB4r52bRn/GvWnpOXzYTi2Zk8MP7nsFje4/AkRJvbLOXNWUaePM5K/DN27fhQ887Dl/+81akTQNvObf1hd+ahf04c8UsfPv2bbjguLm4+YmDLfdj17vkhAX47z+5+3/edM7E3qgK6ozlswAAX/zTFuwYLODDzz++5X3n9aXxyjOW4If3PYPXr1uOkxbPwD9ftwl/2Lwf//ryk8f9H1g1rxc/ee95ePM378Vbv3UvvnnFOpx37FxIKfHD+3bi0797DIYAvvzmM/GyUxdDCIGHdx3GP1/3CD7wgwfxixN34xOvXItls7MolC38668242cbduHSE+bjf950Zu11/c/XnoY1C/rxH797DAdHSvjmFeuQTSfwb7/ajP60Oe7/+2S95dxj8LtNe/GxXz6Cvozp+8aA40iUbQdp0zhqfx8M5cv4wk1bcO09O/C8ExfgYy87aVLf5xWnL8EDOw7hqjufRsIA/u5FJ9SagpUsGw89cxh3PTWIR/ceQaFsYUYmiVXzenHaspk4Y/ls35U4JcvGzqEC9hwuYrRiozdlYsGMNBbPzLT8P14oW9h2MI+9w+7XZJMJzO1LYdnsLOb1pZpep12HCrj7qUHcs20Ij+51l6TP6DGxel4fnn/SAjz/5IWYV31TZHi0gvdeuwF7Do/iR1c+e0pv+r1o7SK85dwV+Ppt25AyDXzoeWvGvVlRsmzsGCxg16ECHAfoz5hYNieLRTMyU/69TOER07EkQAhxJoA7pZTZutv+DsBzpJSXNdx3GMALpZT3Vj9eB+BmKWXbq4h169bJ9evXhz/4Kbj+4T24YZP/2VMS7ZaGtf++7T4/2e8bNAoKZQv7j5Swf7iIkRaVpJRpYNXcXiyfk3W76u08jGWze3D1O8/BcQva738pFovIZNov19g3XMRbv30vth7I4ZxVc2AaAht3Hka+bCOTNLDumDlYOqsH+bKFrQdyeGL/CKR0N3WfvHgGFs5Io2xL7BoqYOehAiq2/6NPJQwsm92DZXOyyJgGCmUbuw4VsPvwaMuv6c+YWD2vF/P60hBC4OBIEVsP5JCvdlXMJI3aXp4dgwUMj7pVouVzenDCwhk4mCth487DWD2vF1e942ysbNFJL6jbnzyIv/3JRhwYKbkX44v7kTYNFCsORss2ChULhbJd6/qYMg0kE+6flGkglRC1fycTBhItLhRaxV27mHMk4EgJ25G1v+v/nS/ZGClWMFK0arGWTSUwqyeJ+f1pzO9Po1hxcP/2ISQMgS+96cyODXCAYDF2cKSEV375DowULSyfk8Wje4/gxWsX4YtvPMP3F+f924fwvu9twFC+jHNXzcVIqYJHdh/BiYv68fnXn960jM9xJL5793Z85obHkUoYOGvlbDy8axiHC2X852tPw+UtEqCdQwW8/ut3Y6RoYUF/GtsG8vjc5ad3fLf7M797DF+/zW3H/YO/OLf2hkmYpJQ47d9vxEjRwtuefQw++apTOn7NX//wwdoxDZedvgRfetOZbe+/9cAIXv6lO1CsuEuNPvHKtbjivJVtv+aOJwfw1m/fC8C9yP/T3zynY0Vq51ABF332ZgDAxn99IWZm2ydl9YLEl+fVX70TDz5zGH/zguPx18/zP6ql3tdvfQqfucGtTrzstMX4ypuf1fb+B0dKeP5/3VqbZz5w6XH4uxed0PZr7to6gDd/y32+epIJ3Pb3l3Zc7rp5zzBe9j93AAC+/xfndjyLbjIs28ELv3gbth3MY15fCnf8w3PbXsQO5ct4yX/fhlzRwqKZGTx1MN/28e8bLuIt37oH2wbyOHfVHAzly9iyP4fzj52Lz77uNCybPb7ya9kOrrl7R+3s1HNXzcGm3cMYzJfxwUuPw183XBR7frNxD/72Jxsxo8fE7GwKTx7IBfo/7OkUX4cLZbz9O/dj487DOHFRP5bM6kHFdjCYK2MgV8JQvgzLkRACyCYT6M8kMaPHxIxMEjN6ktWEsP0YwrxsdKSEZbtv7FmOg4rtzv+W7f7bkRKZZAJ9aROZZAIHRop4bO8RWI7EO89fhX966YlIBqiUtvz5jsTHf7MZ3717Bxb0p3Haspk4MFLCE/tGULIcCAEcN78P/RkThwsVPDNUgFVdrrtoRgZrFvahJ5nAUL6MPYdHse9IEa1W/s/OJrFibi/m96UhhPv/c/fh0bZNhjJJA8tmZ7F0Vg9sR2L7YB67Do3Wvt8Zy2dh4Qz3jcONO4ex+/AohACOX9CPZbN7sOGZQxgpWvj85afjVS16K9TrFF+W7eCffrEJP92wCwtnpHHS4hmo2A52Do26CZ/PYzcNgYUzMlgwI425vW4iK6WbKJYsB6WKjWLFQdGyIaV7/0T1TzJhIGGI2m3JhBufsnr94P4BBABDuPcRwv23IVBNOAUACSnda10px1+xCLhL3d2/3Vs6/R9ICAHDAGb2pPCZ15za8XmdbkKIDVLKdb6fm6bE7yIAP5VSLqq77S8BvEVKeUnDfW0Aa6WUj1c/XgNgCwBDNgxWCHEl3KWhWLZs2VlPPvkkyuVyrVTd29sLy7Jqa5Z7e3vhOA5GR93/NN5BlYWCu+m6p6cHhmEgn3f3g6TTaZimWfs4lUohlUohl8vVPk6n08jlcpBSIplMIp1Oo1AowHEc/PShA/jZQ/vhSOlGqRAwhHCDTkoIIWAYxtjnARiGUfs8ACSqn5d1n3cDuO5jCTjSqX0sADiOU3f/8R8LIWofCyFqH9eC3xBw7IbPSweQQCaVwMIZGczpSWDxjBSWzspgxbwZcKwKDuVL2DdSxu4jbsK1+/Ao+jMmLjlhAS4/YwFSwv2efX19LV+nfD6PBQsWdHydRisOvn7rU7h7+2EABk5fNhNnLunBs1fOxIzennGvU8kx8OiBUdyz9SA27h5BrmzDTBhY1J/E0plpHDM3i+MWzkRG2LBsGwN5C4NFiR0DOew8NIq9R0qwpUAqIbCoP4klMzM4buFMLOxLoCcB2FJixDLwzGAe2wfyeObQKEbK7i+uuVkTy2dncOaKOThpUS8W9RowDYFsNgspJR7dNYT7dgzjgd157DpcRDYpcOHqWXjruSswI5uedOyZpolMJoNCoYBcsYIbnxjC/Ttz2DlUQMmykTYN9KaTyJgCGVOgJ5mAmTRRKlsoVWyUbQdSJFCqWChZtvvLWArYjtMy9hI+sQagdv/6WAOqk3TCAKSDhBAwEwbMhAEpHRgC6EsnMTObQiYh0ZdKIGUmkLeAgSOjGMyXMVioIG2aOGVxL95wpnvWYzabRalUQqVSgRACfX19KJVKtVjr6+vDoUOHkEwmO84ROw8V8b9378GBIyU8d81svP7MhejrzbacIw4XKvjBgwdw/44jSBoSl6yZjbecsxx92Z6Wr9Mzh8u45r69eHzfESyflcHbz12Ks49dgGKxCMuyYBhG02M6VDbwuZuexN7hUbzu9IW4/JyVHee9YsXCp377OOb1JvGhaqVExbx342MHsXlfAX/zguMhrRIcx6k9Br/HdHC4gC/e+gwSpom/f94qpI3Oc8Q924fxwwcP4OxjZuItZ86HEKLjXP7LRwZxx7ZDuPLZi3H8gt5Aj+n6Rwfx+J7D+NBzVoz7/9TpMR0+fBh9fX2+sdf4mO5+agA/Xr8b//bi1Zg9s7/jvGc5wOf+8AT2HCnhP15xImb2Zjq+Tvc+uQ9fv3MX1izsxUdeeAJKxdGmOaLxMV330F5cv3kA77/kWJy1rLft/yfvMf15yxAe2FPAP7xgNezK2GMM83fu1qEy/ueWHfjgRUuxZn627bznOA72HinjS7fvwsGREl5z2ny87JQFbeeIXMnCjzcO4vYnB9CTNPDSk+fhDeccA9u2W15HHCob+J+bt+GJfSNYPjuDd5x/DNYdM7vtY3riYBFfvnkrDhUqeNO6pXjNWcsDzeXez50/f37bOSKVyeKH9+3Anx4/iCNFG0kzgVk9JmZlEpjbm8TM3gwKJQsjxTJyJRtFGzgyWsHwaBllS0JU3xiRztjcDSEgfa4bvI8N4f5+qH1suJ93L33czzuy+WMASBoGUskEBCQSwj2bMJ00IeBelxQrDko2kC9VMLc3iTXzs3jD2SuwYlYqtOu9Dbvz+PlD+/H0QB6zsyZOWNiPZ6+ei5PmJTEjY9b+Pw0ePoIn9ufw2IFRPLq/gKcP5lCyHMzKJrF0VhYL/n97dx9j2V3Xcfz9mZ3pPm+f1i67TR8itGqBlALVRCWtsZiIIiQ+UFEqmiZYooS0RqNCJMVG/6DWiKgQlwAtFAhBpAoJPmQTVxMrMSBdrCVo17Ys7T643dkZdjs78/WPe2d7O53uQ3bO3Du/eb+Sm80959xzvjf7yZnzvb/zsGmcyy5Yy47z13HRlo0cmpzmySPHeHLyGZ48Osveg1McnHqGKrhkyzq2bZ5g++YJLr9wHS9+0YWMM8uR6eMcnJ7h0LHej1CPHZpi35FnmBhfw/Yta3n59g28+rItvOzyixlLTn6ndevW8Y3903xpzz6+8vgkB6dP8JJLNvLm6y7he7ed2X5vZmamd1x6mn3ErkcO8MBD+9k3OcPEGFyyaYIrL1rP9+y4kBdtWkPNzvL0sRMcOt47Xfpbh6c5eHSGI8fnTh7jTqwJG9b2fmyYGKvev+PjzM4Vx2dO9BrshNk5eKb/fo70msuaO9nojY2NMTs725ueXqM3M3uCubn5QY1Q9exxR+84+9nrFJPe9507eawydvKYF2BszRg19+xxd8bGmJ2bY26u2LJunPtvvX6ovcZi/08XX3zx0Bu/xUb87gBufIERv9dW1YP9968Cdq3EET+dvQMHDrB169L/WizNM2PqkvlSl8yXumS+2nCqEb/lurnLI8B4f/Ru3rXAnkWW3dOfd7rlJEmSJElnYFkav6qaAj4L3JlkY5IfAt4A3LvI4h8Dbk9yaZIdwB3AR5ajTg3fxo3ndk2bdDpmTF0yX+qS+VKXzFf7lvNxDm8H1gNPAfcDt1XVniSvSTL4sJ0PAg8AXwMeAv62P02rwIkT7T96QMNlxtQl86UumS91yXy1b1ke5wBQVYfoPZ9v4fR/AjYNvC/gN/svrTLHjx9n8+ZT3wZeOhdmTF0yX+qS+VKXzFf7lnPET5IkSZI0BDZ+GimeX66umTF1yXypS+ZLXTJf7bPx00iZfy6Q1BUzpi6ZL3XJfKlL5qt9Nn4aKfMPvJS6YsbUJfOlLpkvdcl8tc/GT5IkSZIaZ+OnkbJhw4Zhl6DGmTF1yXypS+ZLXTJf7bPxkyRJkqTG2fhppExPTw+7BDXOjKlL5ktdMl/qkvlqn42fJEmSJDXOxk8jZf369cMuQY0zY+qS+VKXzJe6ZL7aZ+OnkTI2ZiTVLTOmLpkvdcl8qUvmq33+D2ukTE1NDbsENc6MqUvmS10yX+qS+WqfjZ8kSZIkNc7GTyNl7dq1wy5BjTNj6pL5UpfMl7pkvtpn46eRMj4+PuwS1Dgzpi6ZL3XJfKlL5qt9Nn4aKZ5frq6ZMXXJfKlL5ktdMl/ts/GTJEmSpMbZ+GmknHfeecMuQY0zY+qS+VKXzJe6ZL7aZ+OnkeJOR10zY+qS+VKXzJe6ZL7al6oadg1LIsl+YO+w69A52wocGHYRapoZU5fMl7pkvtQl89WGK6rquxab0UzjpzYk+XJVvXrYdahdZkxdMl/qkvlSl8xX+zzVU5IkSZIaZ+MnSZIkSY2z8dOo+dCwC1DzzJi6ZL7UJfOlLpmvxnmNnyRJkiQ1zhE/SZIkSWqcjZ8kSZIkNc7GTyMtyVVJjiW5b9i1qA1J1ibZmWRvkskkX0ny48OuSytbkouS/FWSqX623jzsmtQG91laLh5ztc/GT6PuA8C/DbsINWUceAy4ATgfeBfw6SRXDrMorXgfAJ4BtgG/APx5kpcOtyQ1wn2WlovHXI2z8dPISnIzcBj4hyGXooZU1VRVvaeqHq2quar6G+B/gFcNuzatTEk2Aj8NvLuqjlbVbuDzwFuGW5la4D5Ly8FjrtXBxk8jKckW4E7g9mHXorYl2QZcDewZdi1asa4GTlTVIwPTvgo44qcl5z5LS81jrtXDxk+j6r3Azqp6fNiFqF1JJoCPAx+tqoeHXY9WrE3AkQXTngY2D6EWNcx9ljriMdcqYeOnZZdkV5J6gdfuJK8AbgLuGXKpWoFOl6+B5caAe+ldl/VrQytYLTgKbFkwbQswOYRa1Cj3WeqCx1yry/iwC9DqU1U3nmp+kncCVwL/mwR6v6avSXJNVb2y6/q0sp0uXwDpBWsnvRtxvK6qZrquS017BBhPclVVfaM/7Vo8FU9LxH2WOnQjHnOtGqmqYdcgPUeSDTz31/PfoLdTuq2q9g+lKDUlyV8ArwBuqqqjQy5HDUjySaCAW+ll6wvAD1aVzZ/OmfssdcVjrtXFET+NnKqaBqbn3yc5ChxzB6SlkOQK4G3AceDb/V84Ad5WVR8fWmFa6d4OfBh4CjhI76DJpk/nzH2WuuQx1+riiJ8kSZIkNc6bu0iSJElS42z8JEmSJKlxNn6SJEmS1DgbP0mSJElqnI2fJEmSJDXOxk+SJEmSGmfjJ0nSWUpyZZJKsmTPw01yTZIvZ+BBbeewrruT3LYUdUmS2mDjJ0lakZI8muQ7SSaTHE7yL0l+NclK/dv2XuB91X/Abv/73TS4QJK3Jtl9But6H/A7Sc7roE5J0gq0Uv84SpIE8Pqq2gxcAfwh8FvAzuGWdGqLjRIm2Q78CPC5pdhGVe0DHgZ+ainWJ0la+Wz8JEkrXlU9XVWfB94E/FKSlwEkOT/Jx5LsT7I3ybvmRwT7o2f/nORPkzyd5OEkPzq/ziS7kvxBkgeTHEny10kuWmz7/e3sTLIvyRNJfj/JmgXbuSfJQeA9i6zitcC/V9WxM/3OSd6U5OjA63iSXQOL7AJ+4kzXJ0lqm42fJKkZVfUg8Djwmv6k9wPnA98N3ADcAvzywEd+APgmsBX4PeCzC5q7W4BfAbYDJ4A/eYFNf6Q//yXAdcCPAbcu2M5/A9uAuxb5/MuB/zqDr3hSVX2qqjZV1SZgR3/99w8s8p/AtWezTklSu2z8JEmt+RZwUX/E7Wbgt6tqsqoeBe4G3jKw7FPAH1fVTFV9il7zNThKdm9VPVRVU8C7gZ+bH8mbl2Qb8DrgnVU1VVVPAff0t32ypqp6f1WdqKrvLFLzBcDkItM/179+8XCSw8CfLVygP4L5CWBXVX1wYNZkf72SJLFkdyOTJGlEXAocojeKNwHsHZi3tz9/3hPzN1MZmL9j4P1jC+ZN9Nc76Ir+9H0DN+QcW/DZxzi1/wM2LzL9jVX19/NvkryV544kQm8EcTPwjgXTNwOHT7NdSdIq4YifJKkZSa6n19jtBg4AM/Qas3mXA08MvL90weMTLqc3YjjvsgXzZvrrHfQYcBzYWlUX9F9bquqlA8sUp/YfwNWnWeZ5ktwM/DzwM1U1s2D29wFfPdt1SpLaZOMnSVrxkmxJ8pPAJ4H7quprVTULfBq4K8nmJFcAtwP3DXz0EuAdSSaS/Cy9ZukLA/N/sf98vQ3AncBn+us9qX8HzS8Bd/frGEvy4iQ3nMVX+DvglUnWncV3vo7eNYxvrKr9iyxyA/DFs6hBktQwGz9J0kr2QJJJeqNuvwv8Ec+9ecuvA1P0bnyym961cB8emP+vwFX0RvHuojdydnBg/r30btzybWAdzz+dct4twHnA1+mdtvkZejeEOSNV9STwj8AbzvQz/WUvBHYP3Nnzi3Dy8RDXsESPh5AkrXx57qUNkiStDvPXy1XVD7/A/F30Rg//cpnquQb4KPD9dY5/nJPcDXyzqp53MxhJ0urkzV0kSRoBVfV14PolWtcdS7EeSVI7PNVTkiRJkhrnqZ6SJEmS1DhH/CRJkiSpcTZ+kiRJktQ4Gz9JkiRJapyNnyRJkiQ1zsZPkiRJkhpn4ydJkiRJjft/nBA2Fys1ZRQAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(doppler_frequency, ambiguity, '')\n",
    "\n",
    "\n",
    "# Set the x and y axis labels\n",
    "\n",
    "plt.xlabel(\"Doppler (Hz)\", size=12)\n",
    "\n",
    "plt.ylabel(\"Relative Amplitude\", size=12)\n",
    "\n",
    "\n",
    "\n",
    "# Turn on the grid\n",
    "\n",
    "plt.grid(linestyle=':', linewidth=0.5)\n",
    "\n",
    "\n",
    "\n",
    "# Set the plot title and labels\n",
    "\n",
    "plt.title('Pulse Train Ambiguity Function', size=14)\n",
    "\n",
    "\n",
    "\n",
    "# Set the tick label size\n",
    "\n",
    "plt.tick_params(labelsize=12)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the time delay and Doppler mismatch frequency and create the two-dimensional grid using the `meshgrid` routine from `scipy`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import meshgrid\n",
    "\n",
    "\n",
    "# Set the time delay\n",
    "\n",
    "time_delay = linspace(-number_of_pulses * pri, number_of_pulses * pri, 1000)\n",
    "\n",
    "\n",
    "\n",
    "# Set the Doppler mismatch\n",
    "\n",
    "doppler_frequency = linspace(-2.0 / pulsewidth, 2.0 / pulsewidth, 1000)\n",
    "\n",
    "\n",
    "\n",
    "# Create the grid\n",
    "\n",
    "t, f = meshgrid(time_delay, doppler_frequency)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculate the ambiguity function for the pulse train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "ambiguity = pulse_train(t, f, pulsewidth, pri, number_of_pulses)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display the two-dimensional contour plot for the pulse train ambiguity function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the ambiguity function\n",
    "from numpy import finfo\n",
    "\n",
    "plt.contour(t, f, ambiguity + finfo('float').eps, 20, cmap='jet', vmin=-0.2, vmax=1.0)\n",
    "\n",
    "\n",
    "# Set the x and y axis labels\n",
    "\n",
    "plt.xlabel(\"Time (s)\", size=12)\n",
    "\n",
    "plt.ylabel(\"Doppler (Hz)\", size=12)\n",
    "\n",
    "\n",
    "\n",
    "# Turn on the grid\n",
    "\n",
    "plt.grid(linestyle=':', linewidth=0.5)\n",
    "\n",
    "\n",
    "\n",
    "# Set the plot title and labels\n",
    "\n",
    "plt.title('Pulse Pulse Ambiguity Function', size=14)\n",
    "\n",
    "\n",
    "\n",
    "# Set the tick label size\n",
    "\n",
    "plt.tick_params(labelsize=12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
